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]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}
}

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