The emergence of number and syntax units in LSTM language models. Lakretz, Y., Kruszewski, G., Desbordes, T., Hupkes, D., Dehaene, S., & Baroni, M. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), pages 11–20, Stroudsburg, PA, USA, 2019. Association for Computational Linguistics. ![The emergence of number and syntax units in LSTM language models [link]](https://bibbase.org/img/filetypes/link.svg "link")
Paper doi bibtex @inproceedings{Lakretz2019,
address = {Stroudsburg, PA, USA},
archivePrefix = {arXiv},
arxivId = {arXiv:1903.07435v1},
author = {Lakretz, Yair and Kruszewski, German and Desbordes, Theo and Hupkes, Dieuwke and Dehaene, Stanislas and Baroni, Marco},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)},
doi = {10.18653/v1/N19-1002},
eprint = {arXiv:1903.07435v1},
file = {:Users/shanest/Documents/Library/Lakretz et al/Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics Human Language Technologie./Lakretz et al. - 2019 - The emergence of number and syntax units in LSTM language models.pdf:pdf},
keywords = {method: individual neurons,phenomenon: number agreement},
pages = {11--20},
publisher = {Association for Computational Linguistics},
title = {{The emergence of number and syntax units in LSTM language models}},
url = {http://aclweb.org/anthology/N19-1002},
year = {2019}
}
Downloads: 0
{"_id":"Qv6QWmjgwJNjiJBBQ","bibbaseid":"lakretz-kruszewski-desbordes-hupkes-dehaene-baroni-theemergenceofnumberandsyntaxunitsinlstmlanguagemodels-2019","authorIDs":[],"author_short":["Lakretz, Y.","Kruszewski, G.","Desbordes, T.","Hupkes, D.","Dehaene, S.","Baroni, M."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","address":"Stroudsburg, PA, USA","archiveprefix":"arXiv","arxivid":"arXiv:1903.07435v1","author":[{"propositions":[],"lastnames":["Lakretz"],"firstnames":["Yair"],"suffixes":[]},{"propositions":[],"lastnames":["Kruszewski"],"firstnames":["German"],"suffixes":[]},{"propositions":[],"lastnames":["Desbordes"],"firstnames":["Theo"],"suffixes":[]},{"propositions":[],"lastnames":["Hupkes"],"firstnames":["Dieuwke"],"suffixes":[]},{"propositions":[],"lastnames":["Dehaene"],"firstnames":["Stanislas"],"suffixes":[]},{"propositions":[],"lastnames":["Baroni"],"firstnames":["Marco"],"suffixes":[]}],"booktitle":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)","doi":"10.18653/v1/N19-1002","eprint":"arXiv:1903.07435v1","file":":Users/shanest/Documents/Library/Lakretz et al/Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics Human Language Technologie./Lakretz et al. - 2019 - The emergence of number and syntax units in LSTM language models.pdf:pdf","keywords":"method: individual neurons,phenomenon: number agreement","pages":"11–20","publisher":"Association for Computational Linguistics","title":"The emergence of number and syntax units in LSTM language models","url":"http://aclweb.org/anthology/N19-1002","year":"2019","bibtex":"@inproceedings{Lakretz2019,\naddress = {Stroudsburg, PA, USA},\narchivePrefix = {arXiv},\narxivId = {arXiv:1903.07435v1},\nauthor = {Lakretz, Yair and Kruszewski, German and Desbordes, Theo and Hupkes, Dieuwke and Dehaene, Stanislas and Baroni, Marco},\nbooktitle = {Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)},\ndoi = {10.18653/v1/N19-1002},\neprint = {arXiv:1903.07435v1},\nfile = {:Users/shanest/Documents/Library/Lakretz et al/Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics Human Language Technologie./Lakretz et al. - 2019 - The emergence of number and syntax units in LSTM language models.pdf:pdf},\nkeywords = {method: individual neurons,phenomenon: number agreement},\npages = {11--20},\npublisher = {Association for Computational Linguistics},\ntitle = {{The emergence of number and syntax units in LSTM language models}},\nurl = {http://aclweb.org/anthology/N19-1002},\nyear = {2019}\n}\n","author_short":["Lakretz, Y.","Kruszewski, G.","Desbordes, T.","Hupkes, D.","Dehaene, S.","Baroni, M."],"key":"Lakretz2019","id":"Lakretz2019","bibbaseid":"lakretz-kruszewski-desbordes-hupkes-dehaene-baroni-theemergenceofnumberandsyntaxunitsinlstmlanguagemodels-2019","role":"author","urls":{"Paper":"http://aclweb.org/anthology/N19-1002"},"keyword":["method: individual neurons","phenomenon: number agreement"],"metadata":{"authorlinks":{}},"downloads":0},"bibtype":"inproceedings","biburl":"https://www.shane.st/teaching/575/win20/MachineLearning-interpretability.bib","creationDate":"2020-01-05T21:31:39.102Z","downloads":0,"keywords":["method: individual neurons","phenomenon: number agreement"],"search_terms":["emergence","number","syntax","units","lstm","language","models","lakretz","kruszewski","desbordes","hupkes","dehaene","baroni"],"title":"The emergence of number and syntax units in LSTM language models","year":2019,"dataSources":["okYcdTpf4JJ2zkj7A"]}