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\n  \n 2024\n \n \n (7)\n \n \n
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\n \n\n \n \n \n \n \n \n Unsupervised Layer-Wise Score Aggregation for Textual OOD Detection.\n \n \n \n \n\n\n \n Darrin, M.; Staerman, G.; Gomes, E. D. C.; Cheung, J. C. K.; Piantanida, P.; and Colombo, P.\n\n\n \n\n\n\n In Wooldridge, M. J.; Dy, J. G.; and Natarajan, S., editor(s), Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, pages 17880–17888, 2024. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n \"UnsupervisedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/aaai/DarrinSGCPC24,\n  author       = {Maxime Darrin and\n                  Guillaume Staerman and\n                  Eduardo Dadalto C{\\^{a}}mara Gomes and\n                  Jackie C. K. Cheung and\n                  Pablo Piantanida and\n                  Pierre Colombo},\n  editor       = {Michael J. Wooldridge and\n                  Jennifer G. Dy and\n                  Sriraam Natarajan},\n  title        = {Unsupervised Layer-Wise Score Aggregation for Textual {OOD} Detection},\n  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}\n                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial\n                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances\n                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,\n                  Canada},\n  pages        = {17880--17888},\n  publisher    = {{AAAI} Press},\n  year         = {2024},\n  url          = {https://doi.org/10.1609/aaai.v38i16.29742},\n  doi          = {10.1609/AAAI.V38I16.29742},\n  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/aaai/DarrinSGCPC24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n CroissantLLM: A Truly Bilingual French-English Language Model.\n \n \n \n \n\n\n \n Faysse, M.; Fernandes, P.; Guerreiro, N. M.; Loison, A.; Alves, D. M.; Corro, C. F.; Boizard, N.; Alves, J.; Rei, R.; Martins, P. H.; Casademunt, A. B.; Yvon, F.; Martins, A. F. T.; Viaud, G.; Hudelot, C.; and Colombo, P.\n\n\n \n\n\n\n CoRR, abs/2402.00786. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"CroissantLLM:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2402-00786,\n  author       = {Manuel Faysse and\n                  Patrick Fernandes and\n                  Nuno Miguel Guerreiro and\n                  Ant{\\'{o}}nio Loison and\n                  Duarte M. Alves and\n                  Caio F. Corro and\n                  Nicolas Boizard and\n                  Jo{\\~{a}}o Alves and\n                  Ricardo Rei and\n                  Pedro Henrique Martins and\n                  Antoni Bigata Casademunt and\n                  Fran{\\c{c}}ois Yvon and\n                  Andr{\\'{e}} F. T. Martins and\n                  Gautier Viaud and\n                  C{\\'{e}}line Hudelot and\n                  Pierre Colombo},\n  title        = {CroissantLLM: {A} Truly Bilingual French-English Language Model},\n  journal      = {CoRR},\n  volume       = {abs/2402.00786},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2402.00786},\n  doi          = {10.48550/ARXIV.2402.00786},\n  eprinttype    = {arXiv},\n  eprint       = {2402.00786},\n  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-00786.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs.\n \n \n \n \n\n\n \n Boizard, N.; Haddad, K. E.; Hudelot, C.; and Colombo, P.\n\n\n \n\n\n\n CoRR, abs/2402.12030. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"TowardsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2402-12030,\n  author       = {Nicolas Boizard and\n                  Kevin El Haddad and\n                  C{\\'{e}}line Hudelot and\n                  Pierre Colombo},\n  title        = {Towards Cross-Tokenizer Distillation: the Universal Logit Distillation\n                  Loss for LLMs},\n  journal      = {CoRR},\n  volume       = {abs/2402.12030},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2402.12030},\n  doi          = {10.48550/ARXIV.2402.12030},\n  eprinttype    = {arXiv},\n  eprint       = {2402.12030},\n  timestamp    = {Thu, 21 Mar 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-12030.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism.\n \n \n \n \n\n\n \n Gisserot-Boukhlef, H.; Faysse, M.; Malherbe, E.; Hudelot, C.; and Colombo, P.\n\n\n \n\n\n\n CoRR, abs/2402.12997. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"TowardsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2402-12997,\n  author       = {Hippolyte Gisserot{-}Boukhlef and\n                  Manuel Faysse and\n                  Emmanuel Malherbe and\n                  C{\\'{e}}line Hudelot and\n                  Pierre Colombo},\n  title        = {Towards Trustworthy Reranking: {A} Simple yet Effective Abstention\n                  Mechanism},\n  journal      = {CoRR},\n  volume       = {abs/2402.12997},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2402.12997},\n  doi          = {10.48550/ARXIV.2402.12997},\n  eprinttype    = {arXiv},\n  eprint       = {2402.12997},\n  timestamp    = {Thu, 21 Mar 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-12997.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation.\n \n \n \n \n\n\n \n Himmi, A.; Staerman, G.; Picot, M.; Colombo, P.; and Guerreiro, N. M.\n\n\n \n\n\n\n CoRR, abs/2402.13331. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"EnhancedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2402-13331,\n  author       = {Anas Himmi and\n                  Guillaume Staerman and\n                  Marine Picot and\n                  Pierre Colombo and\n                  Nuno Miguel Guerreiro},\n  title        = {Enhanced Hallucination Detection in Neural Machine Translation through\n                  Simple Detector Aggregation},\n  journal      = {CoRR},\n  volume       = {abs/2402.13331},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2402.13331},\n  doi          = {10.48550/ARXIV.2402.13331},\n  eprinttype    = {arXiv},\n  eprint       = {2402.13331},\n  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-13331.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Tower: An Open Multilingual Large Language Model for Translation-Related Tasks.\n \n \n \n \n\n\n \n Alves, D. M.; Pombal, J.; Guerreiro, N. M.; Martins, P. H.; Alves, J.; Farajian, M. A.; Peters, B.; Rei, R.; Fernandes, P.; Agrawal, S.; Colombo, P.; de Souza, J. G. C.; and Martins, A. F. T.\n\n\n \n\n\n\n CoRR, abs/2402.17733. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"Tower:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2402-17733,\n  author       = {Duarte M. Alves and\n                  Jos{\\'{e}} Pombal and\n                  Nuno Miguel Guerreiro and\n                  Pedro Henrique Martins and\n                  Jo{\\~{a}}o Alves and\n                  M. Amin Farajian and\n                  Ben Peters and\n                  Ricardo Rei and\n                  Patrick Fernandes and\n                  Sweta Agrawal and\n                  Pierre Colombo and\n                  Jos{\\'{e}} G. C. de Souza and\n                  Andr{\\'{e}} F. T. Martins},\n  title        = {Tower: An Open Multilingual Large Language Model for Translation-Related\n                  Tasks},\n  journal      = {CoRR},\n  volume       = {abs/2402.17733},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2402.17733},\n  doi          = {10.48550/ARXIV.2402.17733},\n  eprinttype    = {arXiv},\n  eprint       = {2402.17733},\n  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-17733.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SaulLM-7B: A pioneering Large Language Model for Law.\n \n \n \n \n\n\n \n Colombo, P.; Pires, T. P.; Boudiaf, M.; Culver, D.; Melo, R.; Corro, C.; Martins, A. F. T.; Esposito, F.; Raposo, V. L.; Morgado, S.; and Desa, M.\n\n\n \n\n\n\n CoRR, abs/2403.03883. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"SaulLM-7B:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2403-03883,\n  author       = {Pierre Colombo and\n                  Telmo Pessoa Pires and\n                  Malik Boudiaf and\n                  Dominic Culver and\n                  Rui Melo and\n                  Caio Corro and\n                  Andr{\\'{e}} F. T. Martins and\n                  Fabrizio Esposito and\n                  Vera L{\\'{u}}cia Raposo and\n                  Sofia Morgado and\n                  Michael Desa},\n  title        = {SaulLM-7B: {A} pioneering Large Language Model for Law},\n  journal      = {CoRR},\n  volume       = {abs/2403.03883},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2403.03883},\n  doi          = {10.48550/ARXIV.2403.03883},\n  eprinttype    = {arXiv},\n  eprint       = {2403.03883},\n  timestamp    = {Wed, 03 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-03883.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2023\n \n \n (20)\n \n \n
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\n \n\n \n \n \n \n \n \n A Halfspace-Mass Depth-Based Method for Adversarial Attack Detection.\n \n \n \n \n\n\n \n Picot, M.; Granese, F.; Staerman, G.; Romanelli, M.; Messina, F.; Piantanida, P.; and Colombo, P.\n\n\n \n\n\n\n Trans. Mach. Learn. Res., 2023. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/tmlr/PicotGSRMPC23,\n  author       = {Marine Picot and\n                  Federica Granese and\n                  Guillaume Staerman and\n                  Marco Romanelli and\n                  Francisco Messina and\n                  Pablo Piantanida and\n                  Pierre Colombo},\n  title        = {A Halfspace-Mass Depth-Based Method for Adversarial Attack Detection},\n  journal      = {Trans. Mach. Learn. Res.},\n  volume       = {2023},\n  year         = {2023},\n  url          = {https://openreview.net/forum?id=YtU0nDb5e8},\n  timestamp    = {Thu, 18 May 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tmlr/PicotGSRMPC23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation.\n \n \n \n \n\n\n \n Guerreiro, N. M.; Colombo, P.; Piantanida, P.; and Martins, A. F. T.\n\n\n \n\n\n\n In Rogers, A.; Boyd-Graber, J. L.; and Okazaki, N., editor(s), Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, pages 13766–13784, 2023. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"OptimalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/acl/GuerreiroCPM23,\n  author       = {Nuno Miguel Guerreiro and\n                  Pierre Colombo and\n                  Pablo Piantanida and\n                  Andr{\\'{e}} F. T. Martins},\n  editor       = {Anna Rogers and\n                  Jordan L. Boyd{-}Graber and\n                  Naoaki Okazaki},\n  title        = {Optimal Transport for Unsupervised Hallucination Detection in Neural\n                  Machine Translation},\n  booktitle    = {Proceedings of the 61st Annual Meeting of the Association for Computational\n                  Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,\n                  July 9-14, 2023},\n  pages        = {13766--13784},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2023},\n  url          = {https://doi.org/10.18653/v1/2023.acl-long.770},\n  doi          = {10.18653/V1/2023.ACL-LONG.770},\n  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/acl/GuerreiroCPM23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Toward Stronger Textual Attack Detectors.\n \n \n \n \n\n\n \n Colombo, P.; Picot, M.; Noiry, N.; Staerman, G.; and Piantanida, P.\n\n\n \n\n\n\n In Bouamor, H.; Pino, J.; and Bali, K., editor(s), Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023, pages 484–505, 2023. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"TowardPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/emnlp/ColomboPNSP23,\n  author       = {Pierre Colombo and\n                  Marine Picot and\n                  Nathan Noiry and\n                  Guillaume Staerman and\n                  Pablo Piantanida},\n  editor       = {Houda Bouamor and\n                  Juan Pino and\n                  Kalika Bali},\n  title        = {Toward Stronger Textual Attack Detectors},\n  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}\n                  2023, Singapore, December 6-10, 2023},\n  pages        = {484--505},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2023},\n  url          = {https://doi.org/10.18653/v1/2023.findings-emnlp.35},\n  doi          = {10.18653/V1/2023.FINDINGS-EMNLP.35},\n  timestamp    = {Fri, 12 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/emnlp/ColomboPNSP23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models.\n \n \n \n \n\n\n \n Colombo, P.; Pellegrain, V.; Boudiaf, M.; Tami, M.; Storchan, V.; Ayed, I. B.; and Piantanida, P.\n\n\n \n\n\n\n In Bouamor, H.; Pino, J.; and Bali, K., editor(s), Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, pages 4214–4231, 2023. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"TransductivePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/emnlp/ColomboPBTSAP23,\n  author       = {Pierre Colombo and\n                  Victor Pellegrain and\n                  Malik Boudiaf and\n                  Myriam Tami and\n                  Victor Storchan and\n                  Ismail Ben Ayed and\n                  Pablo Piantanida},\n  editor       = {Houda Bouamor and\n                  Juan Pino and\n                  Kalika Bali},\n  title        = {Transductive Learning for Textual Few-Shot Classification in API-based\n                  Embedding Models},\n  booktitle    = {Proceedings of the 2023 Conference on Empirical Methods in Natural\n                  Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},\n  pages        = {4214--4231},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2023},\n  url          = {https://doi.org/10.18653/v1/2023.emnlp-main.257},\n  doi          = {10.18653/V1/2023.EMNLP-MAIN.257},\n  timestamp    = {Fri, 12 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/emnlp/ColomboPBTSAP23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n RainProof: An Umbrella to Shield Text Generator from Out-Of-Distribution Data.\n \n \n \n \n\n\n \n Darrin, M.; Piantanida, P.; and Colombo, P.\n\n\n \n\n\n\n In Bouamor, H.; Pino, J.; and Bali, K., editor(s), Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, pages 5831–5857, 2023. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"RainProof:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/emnlp/DarrinPC23,\n  author       = {Maxime Darrin and\n                  Pablo Piantanida and\n                  Pierre Colombo},\n  editor       = {Houda Bouamor and\n                  Juan Pino and\n                  Kalika Bali},\n  title        = {RainProof: An Umbrella to Shield Text Generator from Out-Of-Distribution\n                  Data},\n  booktitle    = {Proceedings of the 2023 Conference on Empirical Methods in Natural\n                  Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},\n  pages        = {5831--5857},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2023},\n  url          = {https://doi.org/10.18653/v1/2023.emnlp-main.357},\n  doi          = {10.18653/V1/2023.EMNLP-MAIN.357},\n  timestamp    = {Fri, 12 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/emnlp/DarrinPC23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications.\n \n \n \n \n\n\n \n Faysse, M.; Viaud, G.; Hudelot, C.; and Colombo, P.\n\n\n \n\n\n\n In Bouamor, H.; Pino, J.; and Bali, K., editor(s), Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, pages 9033–9048, 2023. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"RevisitingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/emnlp/FaysseVHC23,\n  author       = {Manuel Faysse and\n                  Gautier Viaud and\n                  C{\\'{e}}line Hudelot and\n                  Pierre Colombo},\n  editor       = {Houda Bouamor and\n                  Juan Pino and\n                  Kalika Bali},\n  title        = {Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial\n                  Applications},\n  booktitle    = {Proceedings of the 2023 Conference on Empirical Methods in Natural\n                  Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},\n  pages        = {9033--9048},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2023},\n  url          = {https://doi.org/10.18653/v1/2023.emnlp-main.559},\n  doi          = {10.18653/V1/2023.EMNLP-MAIN.559},\n  timestamp    = {Fri, 12 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/emnlp/FaysseVHC23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning.\n \n \n \n \n\n\n \n Alves, D. M.; Guerreiro, N. M.; Alves, J.; Pombal, J.; Rei, R.; de Souza, J. G. C.; Colombo, P.; and Martins, A. F. T.\n\n\n \n\n\n\n In Bouamor, H.; Pino, J.; and Bali, K., editor(s), Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023, pages 11127–11148, 2023. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"SteeringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/emnlp/AlvesGAPRSCM23,\n  author       = {Duarte M. Alves and\n                  Nuno Miguel Guerreiro and\n                  Jo{\\~{a}}o Alves and\n                  Jos{\\'{e}} Pombal and\n                  Ricardo Rei and\n                  Jos{\\'{e}} Guilherme Camargo de Souza and\n                  Pierre Colombo and\n                  Andr{\\'{e}} F. T. Martins},\n  editor       = {Houda Bouamor and\n                  Juan Pino and\n                  Kalika Bali},\n  title        = {Steering Large Language Models for Machine Translation with Finetuning\n                  and In-Context Learning},\n  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}\n                  2023, Singapore, December 6-10, 2023},\n  pages        = {11127--11148},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2023},\n  url          = {https://doi.org/10.18653/v1/2023.findings-emnlp.744},\n  doi          = {10.18653/V1/2023.FINDINGS-EMNLP.744},\n  timestamp    = {Fri, 12 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/emnlp/AlvesGAPRSCM23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The Glass Ceiling of Automatic Evaluation in Natural Language Generation.\n \n \n \n \n\n\n \n Colombo, P.; Peyrard, M.; Noiry, N.; West, R.; and Piantanida, P.\n\n\n \n\n\n\n In Park, J. C.; Arase, Y.; Hu, B.; Lu, W.; Wijaya, D.; Purwarianti, A.; and Krisnadhi, A. A., editor(s), Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023 - Findings, Nusa Dua, Bali, November 1-4, 2023, pages 178–183, 2023. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ijcnlp/ColomboPNWP23,\n  author       = {Pierre Colombo and\n                  Maxime Peyrard and\n                  Nathan Noiry and\n                  Robert West and\n                  Pablo Piantanida},\n  editor       = {Jong C. Park and\n                  Yuki Arase and\n                  Baotian Hu and\n                  Wei Lu and\n                  Derry Wijaya and\n                  Ayu Purwarianti and\n                  Adila Alfa Krisnadhi},\n  title        = {The Glass Ceiling of Automatic Evaluation in Natural Language Generation},\n  booktitle    = {Findings of the Association for Computational Linguistics: {IJCNLP-AACL}\n                  2023 - Findings, Nusa Dua, Bali, November 1-4, 2023},\n  pages        = {178--183},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2023},\n  url          = {https://doi.org/10.18653/v1/2023.findings-ijcnlp.16},\n  doi          = {10.18653/V1/2023.FINDINGS-IJCNLP.16},\n  timestamp    = {Fri, 12 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnlp/ColomboPNWP23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Novel Information Theoretic Objective to Disentangle Representations for Fair Classification.\n \n \n \n \n\n\n \n Colombo, P.; Noiry, N.; Staerman, G.; and Piantanida, P.\n\n\n \n\n\n\n In Park, J. C.; Arase, Y.; Hu, B.; Lu, W.; Wijaya, D.; Purwarianti, A.; and Krisnadhi, A. A., editor(s), Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023 - Findings, Nusa Dua, Bali, November 1-4, 2023, pages 184–198, 2023. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ijcnlp/ColomboNSP23,\n  author       = {Pierre Colombo and\n                  Nathan Noiry and\n                  Guillaume Staerman and\n                  Pablo Piantanida},\n  editor       = {Jong C. Park and\n                  Yuki Arase and\n                  Baotian Hu and\n                  Wei Lu and\n                  Derry Wijaya and\n                  Ayu Purwarianti and\n                  Adila Alfa Krisnadhi},\n  title        = {A Novel Information Theoretic Objective to Disentangle Representations\n                  for Fair Classification},\n  booktitle    = {Findings of the Association for Computational Linguistics: {IJCNLP-AACL}\n                  2023 - Findings, Nusa Dua, Bali, November 1-4, 2023},\n  pages        = {184--198},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2023},\n  url          = {https://doi.org/10.18653/v1/2023.findings-ijcnlp.17},\n  doi          = {10.18653/V1/2023.FINDINGS-IJCNLP.17},\n  timestamp    = {Fri, 12 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnlp/ColomboNSP23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Unsupervised Layer-wise Score Aggregation for Textual OOD Detection.\n \n \n \n \n\n\n \n Darrin, M.; Staerman, G.; Gomes, E. D. C.; Cheung, J. C. K.; Piantanida, P.; and Colombo, P.\n\n\n \n\n\n\n CoRR, abs/2302.09852. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"UnsupervisedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2302-09852,\n  author       = {Maxime Darrin and\n                  Guillaume Staerman and\n                  Eduardo Dadalto C{\\^{a}}mara Gomes and\n                  Jackie C. K. Cheung and\n                  Pablo Piantanida and\n                  Pierre Colombo},\n  title        = {Unsupervised Layer-wise Score Aggregation for Textual {OOD} Detection},\n  journal      = {CoRR},\n  volume       = {abs/2302.09852},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2302.09852},\n  doi          = {10.48550/ARXIV.2302.09852},\n  eprinttype    = {arXiv},\n  eprint       = {2302.09852},\n  timestamp    = {Thu, 19 Oct 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-09852.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset.\n \n \n \n \n\n\n \n Laurençon, H.; Saulnier, L.; Wang, T.; Akiki, C.; del Moral, A. V.; Scao, T. L.; von Werra, L.; Mou, C.; Ponferrada, E. G.; Nguyen, H.; Frohberg, J.; Sasko, M.; Lhoest, Q.; McMillan-Major, A.; Dupont, G.; Biderman, S.; Rogers, A.; Allal, L. B.; Toni, F. D.; Pistilli, G.; Nguyen, O.; Nikpoor, S.; Masoud, M.; Colombo, P.; de la Rosa, J.; Villegas, P.; Thrush, T.; Longpre, S.; Nagel, S.; Weber, L.; Muñoz, M.; Zhu, J.; van Strien, D.; Alyafeai, Z.; Almubarak, K.; Vu, M. C.; Gonzalez-Dios, I.; Soroa, A.; Lo, K.; Dey, M.; Suarez, P. O.; Gokaslan, A.; Bose, S.; Adelani, D. I.; Phan, L.; Tran, H.; Yu, I.; Pai, S.; Chim, J.; Lepercq, V.; Ilic, S.; Mitchell, M.; Luccioni, S.; and Jernite, Y.\n\n\n \n\n\n\n CoRR, abs/2303.03915. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2303-03915,\n  author       = {Hugo Lauren{\\c{c}}on and\n                  Lucile Saulnier and\n                  Thomas Wang and\n                  Christopher Akiki and\n                  Albert Villanova del Moral and\n                  Teven Le Scao and\n                  Leandro von Werra and\n                  Chenghao Mou and\n                  Eduardo Gonz{\\'{a}}lez Ponferrada and\n                  Huu Nguyen and\n                  J{\\"{o}}rg Frohberg and\n                  Mario Sasko and\n                  Quentin Lhoest and\n                  Angelina McMillan{-}Major and\n                  G{\\'{e}}rard Dupont and\n                  Stella Biderman and\n                  Anna Rogers and\n                  Loubna Ben Allal and\n                  Francesco De Toni and\n                  Giada Pistilli and\n                  Olivier Nguyen and\n                  Somaieh Nikpoor and\n                  Maraim Masoud and\n                  Pierre Colombo and\n                  Javier de la Rosa and\n                  Paulo Villegas and\n                  Tristan Thrush and\n                  Shayne Longpre and\n                  Sebastian Nagel and\n                  Leon Weber and\n                  Manuel Mu{\\~{n}}oz and\n                  Jian Zhu and\n                  Daniel van Strien and\n                  Zaid Alyafeai and\n                  Khalid Almubarak and\n                  Minh Chien Vu and\n                  Itziar Gonzalez{-}Dios and\n                  Aitor Soroa and\n                  Kyle Lo and\n                  Manan Dey and\n                  Pedro Ortiz Suarez and\n                  Aaron Gokaslan and\n                  Shamik Bose and\n                  David Ifeoluwa Adelani and\n                  Long Phan and\n                  Hieu Tran and\n                  Ian Yu and\n                  Suhas Pai and\n                  Jenny Chim and\n                  Violette Lepercq and\n                  Suzana Ilic and\n                  Margaret Mitchell and\n                  Sasha Luccioni and\n                  Yacine Jernite},\n  title        = {The BigScience {ROOTS} Corpus: {A} 1.6TB Composite Multilingual Dataset},\n  journal      = {CoRR},\n  volume       = {abs/2303.03915},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2303.03915},\n  doi          = {10.48550/ARXIV.2303.03915},\n  eprinttype    = {arXiv},\n  eprint       = {2303.03915},\n  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-03915.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Hallucinations in Large Multilingual Translation Models.\n \n \n \n \n\n\n \n Guerreiro, N. M.; Alves, D. M.; Waldendorf, J.; Haddow, B.; Birch, A.; Colombo, P.; and Martins, A. F. T.\n\n\n \n\n\n\n CoRR, abs/2303.16104. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"HallucinationsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2303-16104,\n  author       = {Nuno Miguel Guerreiro and\n                  Duarte M. Alves and\n                  Jonas Waldendorf and\n                  Barry Haddow and\n                  Alexandra Birch and\n                  Pierre Colombo and\n                  Andr{\\'{e}} F. T. Martins},\n  title        = {Hallucinations in Large Multilingual Translation Models},\n  journal      = {CoRR},\n  volume       = {abs/2303.16104},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2303.16104},\n  doi          = {10.48550/ARXIV.2303.16104},\n  eprinttype    = {arXiv},\n  eprint       = {2303.16104},\n  timestamp    = {Fri, 14 Apr 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-16104.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks.\n \n \n \n \n\n\n \n Himmi, A.; Irurozki, E.; Noiry, N.; Clémençon, S.; and Colombo, P.\n\n\n \n\n\n\n CoRR, abs/2305.10284. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"TowardsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2305-10284,\n  author       = {Anas Himmi and\n                  Ekhine Irurozki and\n                  Nathan Noiry and\n                  St{\\'{e}}phan Cl{\\'{e}}men{\\c{c}}on and\n                  Pierre Colombo},\n  title        = {Towards More Robust {NLP} System Evaluation: Handling Missing Scores\n                  in Benchmarks},\n  journal      = {CoRR},\n  volume       = {abs/2305.10284},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2305.10284},\n  doi          = {10.48550/ARXIV.2305.10284},\n  eprinttype    = {arXiv},\n  eprint       = {2305.10284},\n  timestamp    = {Wed, 24 May 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-10284.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Functional Data Perspective and Baseline On Multi-Layer Out-of-Distribution Detection.\n \n \n \n \n\n\n \n Gomes, E. D. C.; Colombo, P.; Staerman, G.; Noiry, N.; and Piantanida, P.\n\n\n \n\n\n\n CoRR, abs/2306.03522. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2306-03522,\n  author       = {Eduardo Dadalto C{\\^{a}}mara Gomes and\n                  Pierre Colombo and\n                  Guillaume Staerman and\n                  Nathan Noiry and\n                  Pablo Piantanida},\n  title        = {A Functional Data Perspective and Baseline On Multi-Layer Out-of-Distribution\n                  Detection},\n  journal      = {CoRR},\n  volume       = {abs/2306.03522},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2306.03522},\n  doi          = {10.48550/ARXIV.2306.03522},\n  eprinttype    = {arXiv},\n  eprint       = {2306.03522},\n  timestamp    = {Tue, 13 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-03522.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error Detection.\n \n \n \n \n\n\n \n Guerreiro, N. M.; Rei, R.; van Stigt, D.; Coheur, L.; Colombo, P.; and Martins, A. F. T.\n\n\n \n\n\n\n CoRR, abs/2310.10482. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"xCOMET:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2310-10482,\n  author       = {Nuno Miguel Guerreiro and\n                  Ricardo Rei and\n                  Daan van Stigt and\n                  Lu{\\'{\\i}}sa Coheur and\n                  Pierre Colombo and\n                  Andr{\\'{e}} F. T. Martins},\n  title        = {xCOMET: Transparent Machine Translation Evaluation through Fine-grained\n                  Error Detection},\n  journal      = {CoRR},\n  volume       = {abs/2310.10482},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2310.10482},\n  doi          = {10.48550/ARXIV.2310.10482},\n  eprinttype    = {arXiv},\n  eprint       = {2310.10482},\n  timestamp    = {Wed, 25 Oct 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-10482.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning.\n \n \n \n \n\n\n \n Alves, D. M.; Guerreiro, N. M.; Alves, J.; Pombal, J.; Rei, R.; de Souza, J. G. C.; Colombo, P.; and Martins, A. F. T.\n\n\n \n\n\n\n CoRR, abs/2310.13448. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"SteeringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2310-13448,\n  author       = {Duarte M. Alves and\n                  Nuno Miguel Guerreiro and\n                  Jo{\\~{a}}o Alves and\n                  Jos{\\'{e}} Pombal and\n                  Ricardo Rei and\n                  Jos{\\'{e}} G. C. de Souza and\n                  Pierre Colombo and\n                  Andr{\\'{e}} F. T. Martins},\n  title        = {Steering Large Language Models for Machine Translation with Finetuning\n                  and In-Context Learning},\n  journal      = {CoRR},\n  volume       = {abs/2310.13448},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2310.13448},\n  doi          = {10.48550/ARXIV.2310.13448},\n  eprinttype    = {arXiv},\n  eprint       = {2310.13448},\n  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-13448.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Novel Information-Theoretic Objective to Disentangle Representations for Fair Classification.\n \n \n \n \n\n\n \n Colombo, P.; Noiry, N.; Staerman, G.; and Piantanida, P.\n\n\n \n\n\n\n CoRR, abs/2310.13990. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2310-13990,\n  author       = {Pierre Colombo and\n                  Nathan Noiry and\n                  Guillaume Staerman and\n                  Pablo Piantanida},\n  title        = {A Novel Information-Theoretic Objective to Disentangle Representations\n                  for Fair Classification},\n  journal      = {CoRR},\n  volume       = {abs/2310.13990},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2310.13990},\n  doi          = {10.48550/ARXIV.2310.13990},\n  eprinttype    = {arXiv},\n  eprint       = {2310.13990},\n  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-13990.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models.\n \n \n \n \n\n\n \n Colombo, P.; Pellegrain, V.; Boudiaf, M.; Storchan, V.; Tami, M.; Ayed, I. B.; Hudelot, C.; and Piantanida, P.\n\n\n \n\n\n\n CoRR, abs/2310.13998. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"TransductivePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2310-13998,\n  author       = {Pierre Colombo and\n                  Victor Pellegrain and\n                  Malik Boudiaf and\n                  Victor Storchan and\n                  Myriam Tami and\n                  Ismail Ben Ayed and\n                  C{\\'{e}}line Hudelot and\n                  Pablo Piantanida},\n  title        = {Transductive Learning for Textual Few-Shot Classification in API-based\n                  Embedding Models},\n  journal      = {CoRR},\n  volume       = {abs/2310.13998},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2310.13998},\n  doi          = {10.48550/ARXIV.2310.13998},\n  eprinttype    = {arXiv},\n  eprint       = {2310.13998},\n  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-13998.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Toward Stronger Textual Attack Detectors.\n \n \n \n \n\n\n \n Colombo, P.; Picot, M.; Noiry, N.; Staerman, G.; and Piantanida, P.\n\n\n \n\n\n\n CoRR, abs/2310.14001. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"TowardPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2310-14001,\n  author       = {Pierre Colombo and\n                  Marine Picot and\n                  Nathan Noiry and\n                  Guillaume Staerman and\n                  Pablo Piantanida},\n  title        = {Toward Stronger Textual Attack Detectors},\n  journal      = {CoRR},\n  volume       = {abs/2310.14001},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2310.14001},\n  doi          = {10.48550/ARXIV.2310.14001},\n  eprinttype    = {arXiv},\n  eprint       = {2310.14001},\n  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-14001.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications.\n \n \n \n \n\n\n \n Faysse, M.; Viaud, G.; Hudelot, C.; and Colombo, P.\n\n\n \n\n\n\n CoRR, abs/2310.14103. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"RevisitingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2310-14103,\n  author       = {Manuel Faysse and\n                  Gautier Viaud and\n                  C{\\'{e}}line Hudelot and\n                  Pierre Colombo},\n  title        = {Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial\n                  Applications},\n  journal      = {CoRR},\n  volume       = {abs/2310.14103},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2310.14103},\n  doi          = {10.48550/ARXIV.2310.14103},\n  eprinttype    = {arXiv},\n  eprint       = {2310.14103},\n  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-14103.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2022\n \n \n (15)\n \n \n
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\n \n\n \n \n \n \n \n \n InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation.\n \n \n \n \n\n\n \n Colombo, P. J. A.; Clavel, C.; and Piantanida, P.\n\n\n \n\n\n\n In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022, pages 10554–10562, 2022. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n \"InfoLM:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/aaai/ColomboCP22,\n  author       = {Pierre Jean A. Colombo and\n                  Chlo{\\'{e}} Clavel and\n                  Pablo Piantanida},\n  title        = {InfoLM: {A} New Metric to Evaluate Summarization {\\&} Data2Text Generation},\n  booktitle    = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}\n                  2022, Thirty-Fourth Conference on Innovative Applications of Artificial\n                  Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances\n                  in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22\n                  - March 1, 2022},\n  pages        = {10554--10562},\n  publisher    = {{AAAI} Press},\n  year         = {2022},\n  url          = {https://doi.org/10.1609/aaai.v36i10.21299},\n  doi          = {10.1609/AAAI.V36I10.21299},\n  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},\n  biburl       = {https://dblp.org/rec/conf/aaai/ColomboCP22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Learning Disentangled Textual Representations via Statistical Measures of Similarity.\n \n \n \n \n\n\n \n Colombo, P.; Staerman, G.; Noiry, N.; and Piantanida, P.\n\n\n \n\n\n\n In Muresan, S.; Nakov, P.; and Villavicencio, A., editor(s), Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, pages 2614–2630, 2022. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"LearningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/acl/ColomboSNP22,\n  author       = {Pierre Colombo and\n                  Guillaume Staerman and\n                  Nathan Noiry and\n                  Pablo Piantanida},\n  editor       = {Smaranda Muresan and\n                  Preslav Nakov and\n                  Aline Villavicencio},\n  title        = {Learning Disentangled Textual Representations via Statistical Measures\n                  of Similarity},\n  booktitle    = {Proceedings of the 60th Annual Meeting of the Association for Computational\n                  Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,\n                  May 22-27, 2022},\n  pages        = {2614--2630},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2022},\n  url          = {https://doi.org/10.18653/v1/2022.acl-long.187},\n  doi          = {10.18653/V1/2022.ACL-LONG.187},\n  timestamp    = {Mon, 01 Aug 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/acl/ColomboSNP22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation.\n \n \n \n \n\n\n \n Chhun, C.; Colombo, P.; Suchanek, F. M.; and Clavel, C.\n\n\n \n\n\n\n In Calzolari, N.; Huang, C.; Kim, H.; Pustejovsky, J.; Wanner, L.; Choi, K.; Ryu, P.; Chen, H.; Donatelli, L.; Ji, H.; Kurohashi, S.; Paggio, P.; Xue, N.; Kim, S.; Hahm, Y.; He, Z.; Lee, T. K.; Santus, E.; Bond, F.; and Na, S., editor(s), Proceedings of the 29th International Conference on Computational Linguistics, COLING 2022, Gyeongju, Republic of Korea, October 12-17, 2022, pages 5794–5836, 2022. International Committee on Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"OfPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/coling/ChhunCSC22,\n  author       = {Cyril Chhun and\n                  Pierre Colombo and\n                  Fabian M. Suchanek and\n                  Chlo{\\'{e}} Clavel},\n  editor       = {Nicoletta Calzolari and\n                  Chu{-}Ren Huang and\n                  Hansaem Kim and\n                  James Pustejovsky and\n                  Leo Wanner and\n                  Key{-}Sun Choi and\n                  Pum{-}Mo Ryu and\n                  Hsin{-}Hsi Chen and\n                  Lucia Donatelli and\n                  Heng Ji and\n                  Sadao Kurohashi and\n                  Patrizia Paggio and\n                  Nianwen Xue and\n                  Seokhwan Kim and\n                  Younggyun Hahm and\n                  Zhong He and\n                  Tony Kyungil Lee and\n                  Enrico Santus and\n                  Francis Bond and\n                  Seung{-}Hoon Na},\n  title        = {Of Human Criteria and Automatic Metrics: {A} Benchmark of the Evaluation\n                  of Story Generation},\n  booktitle    = {Proceedings of the 29th International Conference on Computational\n                  Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17,\n                  2022},\n  pages        = {5794--5836},\n  publisher    = {International Committee on Computational Linguistics},\n  year         = {2022},\n  url          = {https://aclanthology.org/2022.coling-1.509},\n  timestamp    = {Thu, 13 Oct 2022 17:29:38 +0200},\n  biburl       = {https://dblp.org/rec/conf/coling/ChhunCSC22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Differential Entropy Estimator for Training Neural Networks.\n \n \n \n \n\n\n \n Pichler, G.; Colombo, P. J. A.; Boudiaf, M.; Koliander, G.; and Piantanida, P.\n\n\n \n\n\n\n In Chaudhuri, K.; Jegelka, S.; Song, L.; Szepesvári, C.; Niu, G.; and Sabato, S., editor(s), International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA, volume 162, of Proceedings of Machine Learning Research, pages 17691–17715, 2022. PMLR\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icml/PichlerCBKP22,\n  author       = {Georg Pichler and\n                  Pierre Jean A. Colombo and\n                  Malik Boudiaf and\n                  G{\\"{u}}nther Koliander and\n                  Pablo Piantanida},\n  editor       = {Kamalika Chaudhuri and\n                  Stefanie Jegelka and\n                  Le Song and\n                  Csaba Szepesv{\\'{a}}ri and\n                  Gang Niu and\n                  Sivan Sabato},\n  title        = {A Differential Entropy Estimator for Training Neural Networks},\n  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July\n                  2022, Baltimore, Maryland, {USA}},\n  series       = {Proceedings of Machine Learning Research},\n  volume       = {162},\n  pages        = {17691--17715},\n  publisher    = {{PMLR}},\n  year         = {2022},\n  url          = {https://proceedings.mlr.press/v162/pichler22a.html},\n  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icml/PichlerCBKP22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beyond Mahalanobis Distance for Textual OOD Detection.\n \n \n \n \n\n\n \n Colombo, P.; Gomes, E. D. C.; Staerman, G.; Noiry, N.; and Piantanida, P.\n\n\n \n\n\n\n In Koyejo, S.; Mohamed, S.; Agarwal, A.; Belgrave, D.; Cho, K.; and Oh, A., editor(s), Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"BeyondPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/nips/ColomboGSNP22,\n  author       = {Pierre Colombo and\n                  Eduardo Dadalto C{\\^{a}}mara Gomes and\n                  Guillaume Staerman and\n                  Nathan Noiry and\n                  Pablo Piantanida},\n  editor       = {Sanmi Koyejo and\n                  S. Mohamed and\n                  A. Agarwal and\n                  Danielle Belgrave and\n                  K. Cho and\n                  A. Oh},\n  title        = {Beyond Mahalanobis Distance for Textual {OOD} Detection},\n  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference\n                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,\n                  LA, USA, November 28 - December 9, 2022},\n  year         = {2022},\n  url          = {http://papers.nips.cc/paper\\_files/paper/2022/hash/70fa5df8e3300dc30bf19bee44a56155-Abstract-Conference.html},\n  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/nips/ColomboGSNP22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n What are the best Systems? New Perspectives on NLP Benchmarking.\n \n \n \n \n\n\n \n Colombo, P.; Noiry, N.; Irurozki, E.; and Clémençon, S.\n\n\n \n\n\n\n In Koyejo, S.; Mohamed, S.; Agarwal, A.; Belgrave, D.; Cho, K.; and Oh, A., editor(s), Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"WhatPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/nips/ColomboNIC22,\n  author       = {Pierre Colombo and\n                  Nathan Noiry and\n                  Ekhine Irurozki and\n                  St{\\'{e}}phan Cl{\\'{e}}men{\\c{c}}on},\n  editor       = {Sanmi Koyejo and\n                  S. Mohamed and\n                  A. Agarwal and\n                  Danielle Belgrave and\n                  K. Cho and\n                  A. Oh},\n  title        = {What are the best Systems? New Perspectives on {NLP} Benchmarking},\n  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference\n                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,\n                  LA, USA, November 28 - December 9, 2022},\n  year         = {2022},\n  url          = {http://papers.nips.cc/paper\\_files/paper/2022/hash/ac4920f4085b5662133dd751493946a6-Abstract-Conference.html},\n  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/nips/ColomboNIC22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset.\n \n \n \n \n\n\n \n Laurençon, H.; Saulnier, L.; Wang, T.; Akiki, C.; del Moral, A. V.; Scao, T. L.; von Werra, L.; Mou, C.; Ponferrada, E. G.; Nguyen, H.; Frohberg, J.; Sasko, M.; Lhoest, Q.; McMillan-Major, A.; Dupont, G.; Biderman, S.; Rogers, A.; Allal, L. B.; Toni, F. D.; Pistilli, G.; Nguyen, O.; Nikpoor, S.; Masoud, M.; Colombo, P.; de la Rosa, J.; Villegas, P.; Thrush, T.; Longpre, S.; Nagel, S.; Weber, L.; Muñoz, M.; Zhu, J.; van Strien, D.; Alyafeai, Z.; Almubarak, K.; Vu, M. C.; Gonzalez-Dios, I.; Soroa, A.; Lo, K.; Dey, M.; Suarez, P. O.; Gokaslan, A.; Bose, S.; Adelani, D. I.; Phan, L.; Tran, H.; Yu, I.; Pai, S.; Chim, J.; Lepercq, V.; Ilic, S.; Mitchell, M.; Luccioni, A. S.; and Jernite, Y.\n\n\n \n\n\n\n In Koyejo, S.; Mohamed, S.; Agarwal, A.; Belgrave, D.; Cho, K.; and Oh, A., editor(s), Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022, 2022. \n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/nips/LaurenconSWAMSW22,\n  author       = {Hugo Lauren{\\c{c}}on and\n                  Lucile Saulnier and\n                  Thomas Wang and\n                  Christopher Akiki and\n                  Albert Villanova del Moral and\n                  Teven Le Scao and\n                  Leandro von Werra and\n                  Chenghao Mou and\n                  Eduardo Gonz{\\'{a}}lez Ponferrada and\n                  Huu Nguyen and\n                  J{\\"{o}}rg Frohberg and\n                  Mario Sasko and\n                  Quentin Lhoest and\n                  Angelina McMillan{-}Major and\n                  G{\\'{e}}rard Dupont and\n                  Stella Biderman and\n                  Anna Rogers and\n                  Loubna Ben Allal and\n                  Francesco De Toni and\n                  Giada Pistilli and\n                  Olivier Nguyen and\n                  Somaieh Nikpoor and\n                  Maraim Masoud and\n                  Pierre Colombo and\n                  Javier de la Rosa and\n                  Paulo Villegas and\n                  Tristan Thrush and\n                  Shayne Longpre and\n                  Sebastian Nagel and\n                  Leon Weber and\n                  Manuel Mu{\\~{n}}oz and\n                  Jian Zhu and\n                  Daniel van Strien and\n                  Zaid Alyafeai and\n                  Khalid Almubarak and\n                  Minh Chien Vu and\n                  Itziar Gonzalez{-}Dios and\n                  Aitor Soroa and\n                  Kyle Lo and\n                  Manan Dey and\n                  Pedro Ortiz Suarez and\n                  Aaron Gokaslan and\n                  Shamik Bose and\n                  David Ifeoluwa Adelani and\n                  Long Phan and\n                  Hieu Tran and\n                  Ian Yu and\n                  Suhas Pai and\n                  Jenny Chim and\n                  Violette Lepercq and\n                  Suzana Ilic and\n                  Margaret Mitchell and\n                  Alexandra Sasha Luccioni and\n                  Yacine Jernite},\n  editor       = {Sanmi Koyejo and\n                  S. Mohamed and\n                  A. Agarwal and\n                  Danielle Belgrave and\n                  K. Cho and\n                  A. Oh},\n  title        = {The BigScience {ROOTS} Corpus: {A} 1.6TB Composite Multilingual Dataset},\n  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference\n                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,\n                  LA, USA, November 28 - December 9, 2022},\n  year         = {2022},\n  url          = {http://papers.nips.cc/paper\\_files/paper/2022/hash/ce9e92e3de2372a4b93353eb7f3dc0bd-Abstract-Datasets\\_and\\_Benchmarks.html},\n  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/nips/LaurenconSWAMSW22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n What are the best systems? New perspectives on NLP Benchmarking.\n \n \n \n \n\n\n \n Colombo, P.; Noiry, N.; Irurozki, E.; and Clémençon, S.\n\n\n \n\n\n\n CoRR, abs/2202.03799. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"WhatPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2202-03799,\n  author       = {Pierre Colombo and\n                  Nathan Noiry and\n                  Ekhine Irurozki and\n                  St{\\'{e}}phan Cl{\\'{e}}men{\\c{c}}on},\n  title        = {What are the best systems? New perspectives on {NLP} Benchmarking},\n  journal      = {CoRR},\n  volume       = {abs/2202.03799},\n  year         = {2022},\n  url          = {https://arxiv.org/abs/2202.03799},\n  eprinttype    = {arXiv},\n  eprint       = {2202.03799},\n  timestamp    = {Wed, 09 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-03799.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n KNIFE: Kernelized-Neural Differential Entropy Estimation.\n \n \n \n \n\n\n \n Pichler, G.; Colombo, P.; Boudiaf, M.; Koliander, G.; and Piantanida, P.\n\n\n \n\n\n\n CoRR, abs/2202.06618. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"KNIFE:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2202-06618,\n  author       = {Georg Pichler and\n                  Pierre Colombo and\n                  Malik Boudiaf and\n                  G{\\"{u}}nther Koliander and\n                  Pablo Piantanida},\n  title        = {{KNIFE:} Kernelized-Neural Differential Entropy Estimation},\n  journal      = {CoRR},\n  volume       = {abs/2202.06618},\n  year         = {2022},\n  url          = {https://arxiv.org/abs/2202.06618},\n  eprinttype    = {arXiv},\n  eprint       = {2202.06618},\n  timestamp    = {Fri, 18 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-06618.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Learning Disentangled Textual Representations via Statistical Measures of Similarity.\n \n \n \n \n\n\n \n Colombo, P.; Staerman, G.; Noiry, N.; and Piantanida, P.\n\n\n \n\n\n\n CoRR, abs/2205.03589. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"LearningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2205-03589,\n  author       = {Pierre Colombo and\n                  Guillaume Staerman and\n                  Nathan Noiry and\n                  Pablo Piantanida},\n  title        = {Learning Disentangled Textual Representations via Statistical Measures\n                  of Similarity},\n  journal      = {CoRR},\n  volume       = {abs/2205.03589},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2205.03589},\n  doi          = {10.48550/ARXIV.2205.03589},\n  eprinttype    = {arXiv},\n  eprint       = {2205.03589},\n  timestamp    = {Wed, 11 May 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-03589.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation.\n \n \n \n \n\n\n \n Chhun, C.; Colombo, P.; Clavel, C.; and Suchanek, F. M.\n\n\n \n\n\n\n CoRR, abs/2208.11646. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"OfPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2208-11646,\n  author       = {Cyril Chhun and\n                  Pierre Colombo and\n                  Chlo{\\'{e}} Clavel and\n                  Fabian M. Suchanek},\n  title        = {Of Human Criteria and Automatic Metrics: {A} Benchmark of the Evaluation\n                  of Story Generation},\n  journal      = {CoRR},\n  volume       = {abs/2208.11646},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2208.11646},\n  doi          = {10.48550/ARXIV.2208.11646},\n  eprinttype    = {arXiv},\n  eprint       = {2208.11646},\n  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-11646.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The Glass Ceiling of Automatic Evaluation in Natural Language Generation.\n \n \n \n \n\n\n \n Colombo, P.; Peyrard, M.; Noiry, N.; West, R.; and Piantanida, P.\n\n\n \n\n\n\n CoRR, abs/2208.14585. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2208-14585,\n  author       = {Pierre Colombo and\n                  Maxime Peyrard and\n                  Nathan Noiry and\n                  Robert West and\n                  Pablo Piantanida},\n  title        = {The Glass Ceiling of Automatic Evaluation in Natural Language Generation},\n  journal      = {CoRR},\n  volume       = {abs/2208.14585},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2208.14585},\n  doi          = {10.48550/ARXIV.2208.14585},\n  eprinttype    = {arXiv},\n  eprint       = {2208.14585},\n  timestamp    = {Thu, 01 Sep 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-14585.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beyond Mahalanobis-Based Scores for Textual OOD Detection.\n \n \n \n \n\n\n \n Colombo, P.; Gomes, E. D. C.; Staerman, G.; Noiry, N.; and Piantanida, P.\n\n\n \n\n\n\n CoRR, abs/2211.13527. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"BeyondPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2211-13527,\n  author       = {Pierre Colombo and\n                  Eduardo Dadalto C{\\^{a}}mara Gomes and\n                  Guillaume Staerman and\n                  Nathan Noiry and\n                  Pablo Piantanida},\n  title        = {Beyond Mahalanobis-Based Scores for Textual {OOD} Detection},\n  journal      = {CoRR},\n  volume       = {abs/2211.13527},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2211.13527},\n  doi          = {10.48550/ARXIV.2211.13527},\n  eprinttype    = {arXiv},\n  eprint       = {2211.13527},\n  timestamp    = {Tue, 29 Nov 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-13527.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data.\n \n \n \n \n\n\n \n Darrin, M.; Piantanida, P.; and Colombo, P.\n\n\n \n\n\n\n CoRR, abs/2212.09171. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"Rainproof:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2212-09171,\n  author       = {Maxime Darrin and\n                  Pablo Piantanida and\n                  Pierre Colombo},\n  title        = {Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution\n                  Data},\n  journal      = {CoRR},\n  volume       = {abs/2212.09171},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2212.09171},\n  doi          = {10.48550/ARXIV.2212.09171},\n  eprinttype    = {arXiv},\n  eprint       = {2212.09171},\n  timestamp    = {Mon, 02 Jan 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2212-09171.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation.\n \n \n \n \n\n\n \n Guerreiro, N. M.; Colombo, P.; Piantanida, P.; and Martins, A. F. T.\n\n\n \n\n\n\n CoRR, abs/2212.09631. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"OptimalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2212-09631,\n  author       = {Nuno Miguel Guerreiro and\n                  Pierre Colombo and\n                  Pablo Piantanida and\n                  Andr{\\'{e}} F. T. Martins},\n  title        = {Optimal Transport for Unsupervised Hallucination Detection in Neural\n                  Machine Translation},\n  journal      = {CoRR},\n  volume       = {abs/2212.09631},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2212.09631},\n  doi          = {10.48550/ARXIV.2212.09631},\n  eprinttype    = {arXiv},\n  eprint       = {2212.09631},\n  timestamp    = {Tue, 03 Jan 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2212-09631.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2021\n \n \n (13)\n \n \n
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\n \n\n \n \n \n \n \n \n Apprendre à représenter et à générer du texte en utilisant des mesures d'information. (Learning to represent and generate text using information measures).\n \n \n \n \n\n\n \n Colombo, P.\n\n\n \n\n\n\n Ph.D. Thesis, Polytechnic Institute of Paris, France, 2021.\n \n\n\n\n
\n\n\n\n \n \n \"ApprendrePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@phdthesis{DBLP:phd/hal/Colombo21,\n  author       = {Pierre Colombo},\n  title        = {Apprendre {\\`{a}} repr{\\'{e}}senter et {\\`{a}} g{\\'{e}}n{\\'{e}}rer\n                  du texte en utilisant des mesures d'information. (Learning to represent\n                  and generate text using information measures)},\n  school       = {Polytechnic Institute of Paris, France},\n  year         = {2021},\n  url          = {https://tel.archives-ouvertes.fr/tel-03471220},\n  timestamp    = {Wed, 26 Jan 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/phd/hal/Colombo21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations.\n \n \n \n \n\n\n \n Colombo, P.; Piantanida, P.; and Clavel, C.\n\n\n \n\n\n\n In Zong, C.; Xia, F.; Li, W.; and Navigli, R., editor(s), Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 1: Long Papers), Virtual Event, August 1-6, 2021, pages 6539–6550, 2021. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/acl/ColomboPC20,\n  author       = {Pierre Colombo and\n                  Pablo Piantanida and\n                  Chlo{\\'{e}} Clavel},\n  editor       = {Chengqing Zong and\n                  Fei Xia and\n                  Wenjie Li and\n                  Roberto Navigli},\n  title        = {A Novel Estimator of Mutual Information for Learning to Disentangle\n                  Textual Representations},\n  booktitle    = {Proceedings of the 59th Annual Meeting of the Association for Computational\n                  Linguistics and the 11th International Joint Conference on Natural\n                  Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual\n                  Event, August 1-6, 2021},\n  pages        = {6539--6550},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2021},\n  url          = {https://doi.org/10.18653/v1/2021.acl-long.511},\n  doi          = {10.18653/V1/2021.ACL-LONG.511},\n  timestamp    = {Mon, 09 Aug 2021 16:25:37 +0200},\n  biburl       = {https://dblp.org/rec/conf/acl/ColomboPC20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Improving Multimodal fusion via Mutual Dependency Maximisation.\n \n \n \n \n\n\n \n Colombo, P.; Chapuis, E.; Labeau, M.; and Clavel, C.\n\n\n \n\n\n\n In Moens, M.; Huang, X.; Specia, L.; and Yih, S. W., editor(s), Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, pages 231–245, 2021. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"ImprovingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/emnlp/ColomboCLC21,\n  author       = {Pierre Colombo and\n                  Emile Chapuis and\n                  Matthieu Labeau and\n                  Chlo{\\'{e}} Clavel},\n  editor       = {Marie{-}Francine Moens and\n                  Xuanjing Huang and\n                  Lucia Specia and\n                  Scott Wen{-}tau Yih},\n  title        = {Improving Multimodal fusion via Mutual Dependency Maximisation},\n  booktitle    = {Proceedings of the 2021 Conference on Empirical Methods in Natural\n                  Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican\n                  Republic, 7-11 November, 2021},\n  pages        = {231--245},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2021},\n  url          = {https://doi.org/10.18653/v1/2021.emnlp-main.21},\n  doi          = {10.18653/V1/2021.EMNLP-MAIN.21},\n  timestamp    = {Fri, 16 Feb 2024 08:27:36 +0100},\n  biburl       = {https://dblp.org/rec/conf/emnlp/ColomboCLC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Code-switched inspired losses for spoken dialog representations.\n \n \n \n \n\n\n \n Colombo, P.; Chapuis, E.; Labeau, M.; and Clavel, C.\n\n\n \n\n\n\n In Moens, M.; Huang, X.; Specia, L.; and Yih, S. W., editor(s), Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, pages 8320–8337, 2021. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"Code-switchedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/emnlp/ColomboCLC21a,\n  author       = {Pierre Colombo and\n                  Emile Chapuis and\n                  Matthieu Labeau and\n                  Chlo{\\'{e}} Clavel},\n  editor       = {Marie{-}Francine Moens and\n                  Xuanjing Huang and\n                  Lucia Specia and\n                  Scott Wen{-}tau Yih},\n  title        = {Code-switched inspired losses for spoken dialog representations},\n  booktitle    = {Proceedings of the 2021 Conference on Empirical Methods in Natural\n                  Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican\n                  Republic, 7-11 November, 2021},\n  pages        = {8320--8337},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2021},\n  url          = {https://doi.org/10.18653/v1/2021.emnlp-main.656},\n  doi          = {10.18653/V1/2021.EMNLP-MAIN.656},\n  timestamp    = {Thu, 20 Jan 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/emnlp/ColomboCLC21a.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Automatic Text Evaluation through the Lens of Wasserstein Barycenters.\n \n \n \n \n\n\n \n Colombo, P.; Staerman, G.; Clavel, C.; and Piantanida, P.\n\n\n \n\n\n\n In Moens, M.; Huang, X.; Specia, L.; and Yih, S. W., editor(s), Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, pages 10450–10466, 2021. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"AutomaticPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/emnlp/ColomboSCP21,\n  author       = {Pierre Colombo and\n                  Guillaume Staerman and\n                  Chlo{\\'{e}} Clavel and\n                  Pablo Piantanida},\n  editor       = {Marie{-}Francine Moens and\n                  Xuanjing Huang and\n                  Lucia Specia and\n                  Scott Wen{-}tau Yih},\n  title        = {Automatic Text Evaluation through the Lens of Wasserstein Barycenters},\n  booktitle    = {Proceedings of the 2021 Conference on Empirical Methods in Natural\n                  Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican\n                  Republic, 7-11 November, 2021},\n  pages        = {10450--10466},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2021},\n  url          = {https://doi.org/10.18653/v1/2021.emnlp-main.817},\n  doi          = {10.18653/V1/2021.EMNLP-MAIN.817},\n  timestamp    = {Thu, 20 Jan 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/emnlp/ColomboSCP21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beam Search with Bidirectional Strategies for Neural Response Generation.\n \n \n \n \n\n\n \n Colombo, P.; Clavel, C.; Yang, C. (.; and Varni, G.\n\n\n \n\n\n\n In Abbas, M.; and Freihat, A. A., editor(s), 4th International Conference on Natural Language and Speech Processing, Trento, Italy, November 12-13, 2021, pages 287–294, 2021. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"BeamPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icnlsp/ColomboCYV21,\n  author       = {Pierre Colombo and\n                  Chlo{\\'{e}} Clavel and\n                  Chouchang (Jack) Yang and\n                  Giovanna Varni},\n  editor       = {Mourad Abbas and\n                  Abed Alhakim Freihat},\n  title        = {Beam Search with Bidirectional Strategies for Neural Response Generation},\n  booktitle    = {4th International Conference on Natural Language and Speech Processing,\n                  Trento, Italy, November 12-13, 2021},\n  pages        = {287--294},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2021},\n  url          = {https://aclanthology.org/2021.icnlsp-1.16},\n  timestamp    = {Mon, 08 May 2023 14:38:38 +0200},\n  biburl       = {https://dblp.org/rec/conf/icnlsp/ColomboCYV21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations.\n \n \n \n \n\n\n \n Colombo, P.; Clavel, C.; and Piantanida, P.\n\n\n \n\n\n\n CoRR, abs/2105.02685. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2105-02685,\n  author       = {Pierre Colombo and\n                  Chlo{\\'{e}} Clavel and\n                  Pablo Piantanida},\n  title        = {A Novel Estimator of Mutual Information for Learning to Disentangle\n                  Textual Representations},\n  journal      = {CoRR},\n  volume       = {abs/2105.02685},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2105.02685},\n  eprinttype    = {arXiv},\n  eprint       = {2105.02685},\n  timestamp    = {Wed, 12 May 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-02685.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Automatic Text Evaluation through the Lens of Wasserstein Barycenters.\n \n \n \n \n\n\n \n Colombo, P.; Staerman, G.; Clavel, C.; and Piantanida, P.\n\n\n \n\n\n\n CoRR, abs/2108.12463. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"AutomaticPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2108-12463,\n  author       = {Pierre Colombo and\n                  Guillaume Staerman and\n                  Chlo{\\'{e}} Clavel and\n                  Pablo Piantanida},\n  title        = {Automatic Text Evaluation through the Lens of Wasserstein Barycenters},\n  journal      = {CoRR},\n  volume       = {abs/2108.12463},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2108.12463},\n  eprinttype    = {arXiv},\n  eprint       = {2108.12463},\n  timestamp    = {Thu, 02 Sep 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-12463.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Code-switched inspired losses for generic spoken dialog representations.\n \n \n \n \n\n\n \n Chapuis, E.; Colombo, P.; Labeau, M.; and Clavel, C.\n\n\n \n\n\n\n CoRR, abs/2108.12465. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"Code-switchedPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2108-12465,\n  author       = {Emile Chapuis and\n                  Pierre Colombo and\n                  Matthieu Labeau and\n                  Chlo{\\'{e}} Clavel},\n  title        = {Code-switched inspired losses for generic spoken dialog representations},\n  journal      = {CoRR},\n  volume       = {abs/2108.12465},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2108.12465},\n  eprinttype    = {arXiv},\n  eprint       = {2108.12465},\n  timestamp    = {Fri, 21 Jan 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-12465.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Improving Multimodal fusion via Mutual Dependency Maximisation.\n \n \n \n \n\n\n \n Colombo, P.; Chapuis, E.; Labeau, M.; and Clavel, C.\n\n\n \n\n\n\n CoRR, abs/2109.00922. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"ImprovingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2109-00922,\n  author       = {Pierre Colombo and\n                  Emile Chapuis and\n                  Matthieu Labeau and\n                  Chlo{\\'{e}} Clavel},\n  title        = {Improving Multimodal fusion via Mutual Dependency Maximisation},\n  journal      = {CoRR},\n  volume       = {abs/2109.00922},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2109.00922},\n  eprinttype    = {arXiv},\n  eprint       = {2109.00922},\n  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-00922.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beam Search with Bidirectional Strategies for Neural Response Generation.\n \n \n \n \n\n\n \n Colombo, P.; Yang, C.; Varni, G.; and Clavel, C.\n\n\n \n\n\n\n CoRR, abs/2110.03389. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"BeamPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2110-03389,\n  author       = {Pierre Colombo and\n                  Chouchang Yang and\n                  Giovanna Varni and\n                  Chlo{\\'{e}} Clavel},\n  title        = {Beam Search with Bidirectional Strategies for Neural Response Generation},\n  journal      = {CoRR},\n  volume       = {abs/2110.03389},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2110.03389},\n  eprinttype    = {arXiv},\n  eprint       = {2110.03389},\n  timestamp    = {Thu, 21 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-03389.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation.\n \n \n \n \n\n\n \n Colombo, P.; Clavel, C.; and Piantanida, P.\n\n\n \n\n\n\n CoRR, abs/2112.01589. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"InfoLM:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2112-01589,\n  author       = {Pierre Colombo and\n                  Chlo{\\'{e}} Clavel and\n                  Pablo Piantanida},\n  title        = {InfoLM: {A} New Metric to Evaluate Summarization {\\&} Data2Text Generation},\n  journal      = {CoRR},\n  volume       = {abs/2112.01589},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2112.01589},\n  eprinttype    = {arXiv},\n  eprint       = {2112.01589},\n  timestamp    = {Fri, 21 Jan 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-01589.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation.\n \n \n \n \n\n\n \n Dhole, K. D.; Gangal, V.; Gehrmann, S.; Gupta, A.; Li, Z.; Mahamood, S.; Mahendiran, A.; Mille, S.; Srivastava, A.; Tan, S.; Wu, T.; Sohl-Dickstein, J.; Choi, J. D.; Hovy, E. H.; Dusek, O.; Ruder, S.; Anand, S.; Aneja, N.; Banjade, R.; Barthe, L.; Behnke, H.; Berlot-Attwell, I.; Boyle, C.; Brun, C.; Cabezudo, M. A. S.; Cahyawijaya, S.; Chapuis, E.; Che, W.; Choudhary, M.; Clauss, C.; Colombo, P.; Cornell, F.; Dagan, G.; Das, M.; Dixit, T.; Dopierre, T.; Dray, P.; Dubey, S.; Ekeinhor, T.; Giovanni, M. D.; Gupta, R.; Gupta, R.; Hamla, L.; Han, S.; Harel-Canada, F.; Honore, A.; Jindal, I.; Joniak, P. K.; Kleyko, D.; Kovatchev, V.; and et al. \n\n\n \n\n\n\n CoRR, abs/2112.02721. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"NL-Augmenter:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2112-02721,\n  author       = {Kaustubh D. Dhole and\n                  Varun Gangal and\n                  Sebastian Gehrmann and\n                  Aadesh Gupta and\n                  Zhenhao Li and\n                  Saad Mahamood and\n                  Abinaya Mahendiran and\n                  Simon Mille and\n                  Ashish Srivastava and\n                  Samson Tan and\n                  Tongshuang Wu and\n                  Jascha Sohl{-}Dickstein and\n                  Jinho D. Choi and\n                  Eduard H. Hovy and\n                  Ondrej Dusek and\n                  Sebastian Ruder and\n                  Sajant Anand and\n                  Nagender Aneja and\n                  Rabin Banjade and\n                  Lisa Barthe and\n                  Hanna Behnke and\n                  Ian Berlot{-}Attwell and\n                  Connor Boyle and\n                  Caroline Brun and\n                  Marco Antonio Sobrevilla Cabezudo and\n                  Samuel Cahyawijaya and\n                  Emile Chapuis and\n                  Wanxiang Che and\n                  Mukund Choudhary and\n                  Christian Clauss and\n                  Pierre Colombo and\n                  Filip Cornell and\n                  Gautier Dagan and\n                  Mayukh Das and\n                  Tanay Dixit and\n                  Thomas Dopierre and\n                  Paul{-}Alexis Dray and\n                  Suchitra Dubey and\n                  Tatiana Ekeinhor and\n                  Marco Di Giovanni and\n                  Rishabh Gupta and\n                  Rishabh Gupta and\n                  Louanes Hamla and\n                  Sang Han and\n                  Fabrice Harel{-}Canada and\n                  Antoine Honore and\n                  Ishan Jindal and\n                  Przemyslaw K. Joniak and\n                  Denis Kleyko and\n                  Venelin Kovatchev and\n                  et al.},\n  title        = {NL-Augmenter: {A} Framework for Task-Sensitive Natural Language Augmentation},\n  journal      = {CoRR},\n  volume       = {abs/2112.02721},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2112.02721},\n  eprinttype    = {arXiv},\n  eprint       = {2112.02721},\n  timestamp    = {Wed, 08 Dec 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-02721.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2020\n \n \n (9)\n \n \n
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\n \n\n \n \n \n \n \n \n Guiding Attention in Sequence-to-Sequence Models for Dialogue Act Prediction.\n \n \n \n \n\n\n \n Colombo, P.; Chapuis, E.; Manica, M.; Vignon, E.; Varni, G.; and Clavel, C.\n\n\n \n\n\n\n In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, pages 7594–7601, 2020. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n \"GuidingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/aaai/ColomboCMVVC20,\n  author       = {Pierre Colombo and\n                  Emile Chapuis and\n                  Matteo Manica and\n                  Emmanuel Vignon and\n                  Giovanna Varni and\n                  Chlo{\\'{e}} Clavel},\n  title        = {Guiding Attention in Sequence-to-Sequence Models for Dialogue Act\n                  Prediction},\n  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}\n                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence\n                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational\n                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,\n                  February 7-12, 2020},\n  pages        = {7594--7601},\n  publisher    = {{AAAI} Press},\n  year         = {2020},\n  url          = {https://doi.org/10.1609/aaai.v34i05.6259},\n  doi          = {10.1609/AAAI.V34I05.6259},\n  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},\n  biburl       = {https://dblp.org/rec/conf/aaai/ColomboCMVVC20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Hierarchical Pre-training for Sequence Labelling in Spoken Dialog.\n \n \n \n \n\n\n \n Chapuis, E.; Colombo, P.; Manica, M.; Labeau, M.; and Clavel, C.\n\n\n \n\n\n\n In Cohn, T.; He, Y.; and Liu, Y., editor(s), Findings of the Association for Computational Linguistics: EMNLP 2020, Online Event, 16-20 November 2020, volume EMNLP 2020, of Findings of ACL, pages 2636–2648, 2020. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"HierarchicalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/emnlp/ChapuisCMLC20,\n  author       = {Emile Chapuis and\n                  Pierre Colombo and\n                  Matteo Manica and\n                  Matthieu Labeau and\n                  Chlo{\\'{e}} Clavel},\n  editor       = {Trevor Cohn and\n                  Yulan He and\n                  Yang Liu},\n  title        = {Hierarchical Pre-training for Sequence Labelling in Spoken Dialog},\n  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}\n                  2020, Online Event, 16-20 November 2020},\n  series       = {Findings of {ACL}},\n  volume       = {{EMNLP} 2020},\n  pages        = {2636--2648},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2020},\n  url          = {https://doi.org/10.18653/v1/2020.findings-emnlp.239},\n  doi          = {10.18653/V1/2020.FINDINGS-EMNLP.239},\n  timestamp    = {Wed, 23 Mar 2022 10:11:55 +0100},\n  biburl       = {https://dblp.org/rec/conf/emnlp/ChapuisCMLC20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The importance of fillers for text representations of speech transcripts.\n \n \n \n \n\n\n \n Dinkar, T.; Colombo, P.; Labeau, M.; and Clavel, C.\n\n\n \n\n\n\n In Webber, B.; Cohn, T.; He, Y.; and Liu, Y., editor(s), Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, pages 7985–7993, 2020. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/emnlp/DinkarCLC20,\n  author       = {Tanvi Dinkar and\n                  Pierre Colombo and\n                  Matthieu Labeau and\n                  Chlo{\\'{e}} Clavel},\n  editor       = {Bonnie Webber and\n                  Trevor Cohn and\n                  Yulan He and\n                  Yang Liu},\n  title        = {The importance of fillers for text representations of speech transcripts},\n  booktitle    = {Proceedings of the 2020 Conference on Empirical Methods in Natural\n                  Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},\n  pages        = {7985--7993},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2020},\n  url          = {https://doi.org/10.18653/v1/2020.emnlp-main.641},\n  doi          = {10.18653/V1/2020.EMNLP-MAIN.641},\n  timestamp    = {Wed, 23 Mar 2022 10:11:55 +0100},\n  biburl       = {https://dblp.org/rec/conf/emnlp/DinkarCLC20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Heavy-tailed Representations, Text Polarity Classification & Data Augmentation.\n \n \n \n \n\n\n \n Jalalzai, H.; Colombo, P.; Clavel, C.; Gaussier, É.; Varni, G.; Vignon, E.; and Sabourin, A.\n\n\n \n\n\n\n In Larochelle, H.; Ranzato, M.; Hadsell, R.; Balcan, M.; and Lin, H., editor(s), Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual, 2020. \n \n\n\n\n
\n\n\n\n \n \n \"Heavy-tailedPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/nips/JalalzaiCCGVVS20,\n  author       = {Hamid Jalalzai and\n                  Pierre Colombo and\n                  Chlo{\\'{e}} Clavel and\n                  {\\'{E}}ric Gaussier and\n                  Giovanna Varni and\n                  Emmanuel Vignon and\n                  Anne Sabourin},\n  editor       = {Hugo Larochelle and\n                  Marc'Aurelio Ranzato and\n                  Raia Hadsell and\n                  Maria{-}Florina Balcan and\n                  Hsuan{-}Tien Lin},\n  title        = {Heavy-tailed Representations, Text Polarity Classification {\\&} Data\n                  Augmentation},\n  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference\n                  on Neural Information Processing Systems 2020, NeurIPS 2020, December\n                  6-12, 2020, virtual},\n  year         = {2020},\n  url          = {https://proceedings.neurips.cc/paper/2020/hash/2cfa3753d6a524711acb5fce38eeca1a-Abstract.html},\n  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/nips/JalalzaiCCGVVS20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Guiding attention in Sequence-to-sequence models for Dialogue Act prediction.\n \n \n \n \n\n\n \n Colombo, P.; Chapuis, E.; Manica, M.; Vignon, E.; Varni, G.; and Clavel, C.\n\n\n \n\n\n\n CoRR, abs/2002.08801. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"GuidingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2002-08801,\n  author       = {Pierre Colombo and\n                  Emile Chapuis and\n                  Matteo Manica and\n                  Emmanuel Vignon and\n                  Giovanna Varni and\n                  Chlo{\\'{e}} Clavel},\n  title        = {Guiding attention in Sequence-to-sequence models for Dialogue Act\n                  prediction},\n  journal      = {CoRR},\n  volume       = {abs/2002.08801},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2002.08801},\n  eprinttype    = {arXiv},\n  eprint       = {2002.08801},\n  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-08801.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Guider l'attention dans les modeles de sequence a sequence pour la prediction des actes de dialogue.\n \n \n \n \n\n\n \n Colombo, P.; Chapuis, E.; Manica, M.; Vignon, E.; Varni, G.; and Clavel, C.\n\n\n \n\n\n\n CoRR, abs/2002.09419. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"GuiderPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2002-09419,\n  author       = {Pierre Colombo and\n                  Emile Chapuis and\n                  Matteo Manica and\n                  Emmanuel Vignon and\n                  Giovanna Varni and\n                  Chlo{\\'{e}} Clavel},\n  title        = {Guider l'attention dans les modeles de sequence a sequence pour la\n                  prediction des actes de dialogue},\n  journal      = {CoRR},\n  volume       = {abs/2002.09419},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2002.09419},\n  eprinttype    = {arXiv},\n  eprint       = {2002.09419},\n  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-09419.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Heavy-tailed Representations, Text Polarity Classification & Data Augmentation.\n \n \n \n \n\n\n \n Jalalzai, H.; Colombo, P.; Clavel, C.; Gaussier, É.; Varni, G.; Vignon, E.; and Sabourin, A.\n\n\n \n\n\n\n CoRR, abs/2003.11593. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"Heavy-tailedPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2003-11593,\n  author       = {Hamid Jalalzai and\n                  Pierre Colombo and\n                  Chlo{\\'{e}} Clavel and\n                  {\\'{E}}ric Gaussier and\n                  Giovanna Varni and\n                  Emmanuel Vignon and\n                  Anne Sabourin},\n  title        = {Heavy-tailed Representations, Text Polarity Classification {\\&} Data\n                  Augmentation},\n  journal      = {CoRR},\n  volume       = {abs/2003.11593},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2003.11593},\n  eprinttype    = {arXiv},\n  eprint       = {2003.11593},\n  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-11593.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Hierarchical Pre-training for Sequence Labelling in Spoken Dialog.\n \n \n \n \n\n\n \n Chapuis, E.; Colombo, P.; Manica, M.; Labeau, M.; and Clavel, C.\n\n\n \n\n\n\n CoRR, abs/2009.11152. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"HierarchicalPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2009-11152,\n  author       = {Emile Chapuis and\n                  Pierre Colombo and\n                  Matteo Manica and\n                  Matthieu Labeau and\n                  Chlo{\\'{e}} Clavel},\n  title        = {Hierarchical Pre-training for Sequence Labelling in Spoken Dialog},\n  journal      = {CoRR},\n  volume       = {abs/2009.11152},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2009.11152},\n  eprinttype    = {arXiv},\n  eprint       = {2009.11152},\n  timestamp    = {Wed, 30 Sep 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-11152.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The importance of fillers for text representations of speech transcripts.\n \n \n \n \n\n\n \n Dinkar, T.; Colombo, P.; Labeau, M.; and Clavel, C.\n\n\n \n\n\n\n CoRR, abs/2009.11340. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2009-11340,\n  author       = {Tanvi Dinkar and\n                  Pierre Colombo and\n                  Matthieu Labeau and\n                  Chlo{\\'{e}} Clavel},\n  title        = {The importance of fillers for text representations of speech transcripts},\n  journal      = {CoRR},\n  volume       = {abs/2009.11340},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2009.11340},\n  eprinttype    = {arXiv},\n  eprint       = {2009.11340},\n  timestamp    = {Wed, 30 Sep 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-11340.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2019\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n \n From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining.\n \n \n \n \n\n\n \n Garcia, A.; Colombo, P.; d'Alché-Buc , F.; Essid, S.; and Clavel, C.\n\n\n \n\n\n\n In Inui, K.; Jiang, J.; Ng, V.; and Wan, X., editor(s), Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, pages 5538–5547, 2019. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"FromPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/emnlp/GarciaCdEC19,\n  author       = {Alexandre Garcia and\n                  Pierre Colombo and\n                  Florence d'Alch{\\'{e}}{-}Buc and\n                  Slim Essid and\n                  Chlo{\\'{e}} Clavel},\n  editor       = {Kentaro Inui and\n                  Jing Jiang and\n                  Vincent Ng and\n                  Xiaojun Wan},\n  title        = {From the Token to the Review: {A} Hierarchical Multimodal approach\n                  to Opinion Mining},\n  booktitle    = {Proceedings of the 2019 Conference on Empirical Methods in Natural\n                  Language Processing and the 9th International Joint Conference on\n                  Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,\n                  November 3-7, 2019},\n  pages        = {5538--5547},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2019},\n  url          = {https://doi.org/10.18653/v1/D19-1556},\n  doi          = {10.18653/V1/D19-1556},\n  timestamp    = {Thu, 07 Apr 2022 09:14:07 +0200},\n  biburl       = {https://dblp.org/rec/conf/emnlp/GarciaCdEC19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Affect-Driven Dialog Generation.\n \n \n \n \n\n\n \n Colombo, P.; Witon, W.; Modi, A.; Kennedy, J.; and Kapadia, M.\n\n\n \n\n\n\n In Burstein, J.; Doran, C.; and Solorio, T., editor(s), Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers), pages 3734–3743, 2019. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"Affect-DrivenPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 5 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/naacl/ColomboWMKK19,\n  author       = {Pierre Colombo and\n                  Wojciech Witon and\n                  Ashutosh Modi and\n                  James Kennedy and\n                  Mubbasir Kapadia},\n  editor       = {Jill Burstein and\n                  Christy Doran and\n                  Thamar Solorio},\n  title        = {Affect-Driven Dialog Generation},\n  booktitle    = {Proceedings of the 2019 Conference of the North American Chapter of\n                  the Association for Computational Linguistics: Human Language Technologies,\n                  {NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long\n                  and Short Papers)},\n  pages        = {3734--3743},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2019},\n  url          = {https://doi.org/10.18653/v1/n19-1374},\n  doi          = {10.18653/V1/N19-1374},\n  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/naacl/ColomboWMKK19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Affect-Driven Dialog Generation.\n \n \n \n \n\n\n \n Colombo, P.; Witon, W.; Modi, A.; Kennedy, J.; and Kapadia, M.\n\n\n \n\n\n\n CoRR, abs/1904.02793. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"Affect-DrivenPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 5 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-1904-02793,\n  author       = {Pierre Colombo and\n                  Wojciech Witon and\n                  Ashutosh Modi and\n                  James Kennedy and\n                  Mubbasir Kapadia},\n  title        = {Affect-Driven Dialog Generation},\n  journal      = {CoRR},\n  volume       = {abs/1904.02793},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1904.02793},\n  eprinttype    = {arXiv},\n  eprint       = {1904.02793},\n  timestamp    = {Wed, 24 Apr 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-02793.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining.\n \n \n \n \n\n\n \n Garcia, A.; Colombo, P.; Essid, S.; d'Alché-Buc , F.; and Clavel, C.\n\n\n \n\n\n\n CoRR, abs/1908.11216. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"FromPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-1908-11216,\n  author       = {Alexandre Garcia and\n                  Pierre Colombo and\n                  Slim Essid and\n                  Florence d'Alch{\\'{e}}{-}Buc and\n                  Chlo{\\'{e}} Clavel},\n  title        = {From the Token to the Review: {A} Hierarchical Multimodal approach\n                  to Opinion Mining},\n  journal      = {CoRR},\n  volume       = {abs/1908.11216},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1908.11216},\n  eprinttype    = {arXiv},\n  eprint       = {1908.11216},\n  timestamp    = {Wed, 04 Sep 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-11216.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2018\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n \n Disney at IEST 2018: Predicting Emotions using an Ensemble.\n \n \n \n \n\n\n \n Witon, W.; Colombo, P.; Modi, A.; and Kapadia, M.\n\n\n \n\n\n\n In Balahur, A.; Mohammad, S. M.; Hoste, V.; and Klinger, R., editor(s), Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, WASSA@EMNLP 2018, Brussels, Belgium, October 31, 2018, pages 248–253, 2018. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"DisneyPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/wassa/WitonCMK18,\n  author       = {Wojciech Witon and\n                  Pierre Colombo and\n                  Ashutosh Modi and\n                  Mubbasir Kapadia},\n  editor       = {Alexandra Balahur and\n                  Saif M. Mohammad and\n                  V{\\'{e}}ronique Hoste and\n                  Roman Klinger},\n  title        = {Disney at {IEST} 2018: Predicting Emotions using an Ensemble},\n  booktitle    = {Proceedings of the 9th Workshop on Computational Approaches to Subjectivity,\n                  Sentiment and Social Media Analysis, WASSA@EMNLP 2018, Brussels, Belgium,\n                  October 31, 2018},\n  pages        = {248--253},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2018},\n  url          = {https://doi.org/10.18653/v1/w18-6236},\n  doi          = {10.18653/V1/W18-6236},\n  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/wassa/WitonCMK18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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