NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation

NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. 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., Goyal, T., Gupta, R., Hamla, L., Han, S., Harel-Canada, F., Honore, A., Jindal, I., Joniak, P. K., Kleyko, D., Kovatchev, V., Krishna, K., Kumar, A., Langer, S., Lee, S. R., Levinson, C. J., Liang, H., Liang, K., Liu, Z., Lukyanenko, A., Marivate, V., de Melo, G., Meoni, S., Meyer, M., Mir, A., Moosavi, N. S., Muennighoff, N., Mun, T. S. H., Murray, K., Namysl, M., Obedkova, M., Oli, P., Pasricha, N., Pfister, J., Plant, R., Prabhu, V., Pais, V., Qin, L., Raji, S., Rajpoot, P. K., Raunak, V., Rinberg, R., Roberts, N., Rodriguez, J. D., Roux, C., Vasconcellos, P. H. S., Sai, A. B., Schmidt, R. M., Scialom, T., Sefara, T., Shamsi, S., Shen, X., Shi, Y., Shi, H., Shvets, A., Siegel, N., Sileo, D., Simon, J., Singh, C., Sitelew, R., Soni, P., Sorensen, T., Soto, W., Srivastava, A., Srivatsa, K. V. A., Sun, T., T., M. V., Tabassum, A., Tan, F. A., Teehan, R., Tiwari, M., Tolkiehn, M., Wang, A., Wang, Z., Wang, Z. J., Wang, G., Wei, F., Wilie, B., Winata, G. I., Wu, X., Wydmanski, W., Xie, T., Yaseen, U., Yee, M. A., Zhang, J., & Zhang, Y. CoRR, 2021.

Paper bibtex

@article{DBLP:journals/corr/abs-2112-02721,
  author       = {Kaustubh D. Dhole and
                  Varun Gangal and
                  Sebastian Gehrmann and
                  Aadesh Gupta and
                  Zhenhao Li and
                  Saad Mahamood and
                  Abinaya Mahendiran and
                  Simon Mille and
                  Ashish Srivastava and
                  Samson Tan and
                  Tongshuang Wu and
                  Jascha Sohl{-}Dickstein and
                  Jinho D. Choi and
                  Eduard H. Hovy and
                  Ondrej Dusek and
                  Sebastian Ruder and
                  Sajant Anand and
                  Nagender Aneja and
                  Rabin Banjade and
                  Lisa Barthe and
                  Hanna Behnke and
                  Ian Berlot{-}Attwell and
                  Connor Boyle and
                  Caroline Brun and
                  Marco Antonio Sobrevilla Cabezudo and
                  Samuel Cahyawijaya and
                  Emile Chapuis and
                  Wanxiang Che and
                  Mukund Choudhary and
                  Christian Clauss and
                  Pierre Colombo and
                  Filip Cornell and
                  Gautier Dagan and
                  Mayukh Das and
                  Tanay Dixit and
                  Thomas Dopierre and
                  Paul{-}Alexis Dray and
                  Suchitra Dubey and
                  Tatiana Ekeinhor and
                  Marco Di Giovanni and
                  Tanya Goyal and
                  Rishabh Gupta and
                  Louanes Hamla and
                  Sang Han and
                  Fabrice Harel{-}Canada and
                  Antoine Honore and
                  Ishan Jindal and
                  Przemyslaw K. Joniak and
                  Denis Kleyko and
                  Venelin Kovatchev and
                  Kalpesh Krishna and
                  Ashutosh Kumar and
                  Stefan Langer and
                  Seungjae Ryan Lee and
                  Corey James Levinson and
                  Hualou Liang and
                  Kaizhao Liang and
                  Zhexiong Liu and
                  Andrey Lukyanenko and
                  Vukosi Marivate and
                  Gerard de Melo and
                  Simon Meoni and
                  Maxime Meyer and
                  Afnan Mir and
                  Nafise Sadat Moosavi and
                  Niklas Muennighoff and
                  Timothy Sum Hon Mun and
                  Kenton Murray and
                  Marcin Namysl and
                  Maria Obedkova and
                  Priti Oli and
                  Nivranshu Pasricha and
                  Jan Pfister and
                  Richard Plant and
                  Vinay Prabhu and
                  Vasile Pais and
                  Libo Qin and
                  Shahab Raji and
                  Pawan Kumar Rajpoot and
                  Vikas Raunak and
                  Roy Rinberg and
                  Nicholas Roberts and
                  Juan Diego Rodriguez and
                  Claude Roux and
                  Paulo Henrique Santos Vasconcellos and
                  Ananya B. Sai and
                  Robin M. Schmidt and
                  Thomas Scialom and
                  Tshephisho Sefara and
                  Saqib Shamsi and
                  Xudong Shen and
                  Yiwen Shi and
                  Haoyue Shi and
                  Anna Shvets and
                  Nick Siegel and
                  Damien Sileo and
                  Jamie Simon and
                  Chandan Singh and
                  Roman Sitelew and
                  Priyank Soni and
                  Taylor Sorensen and
                  William Soto and
                  Aman Srivastava and
                  K. V. Aditya Srivatsa and
                  Tony Sun and
                  Mukund Varma T. and
                  A. Tabassum and
                  Fiona Anting Tan and
                  Ryan Teehan and
                  Mo Tiwari and
                  Marie Tolkiehn and
                  Athena Wang and
                  Zijian Wang and
                  Zijie J. Wang and
                  Gloria Wang and
                  Fuxuan Wei and
                  Bryan Wilie and
                  Genta Indra Winata and
                  Xinyi Wu and
                  Witold Wydmanski and
                  Tianbao Xie and
                  Usama Yaseen and
                  Michael A. Yee and
                  Jing Zhang and
                  Yue Zhang},
  title        = {NL-Augmenter: {A} Framework for Task-Sensitive Natural Language Augmentation},
  journal      = {CoRR},
  volume       = {abs/2112.02721},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.02721},
  eprinttype    = {arXiv},
  eprint       = {2112.02721},
  timestamp    = {Tue, 23 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-02721.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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