Monitoring geometrical properties of word embeddings for detecting the emergence of new topics

Clément Christophe, Julien Velcin, Jairo Cugliari, Manel Boumghar, Philippe Suignard. Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. In Marie-Francine Moens, Xuanjing Huang, Lucia Specia, Scott Wen-tau Yih, editors, 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 994-1003, Association for Computational Linguistics, 2021. [doi]

Authors

Clément Christophe

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Julien Velcin

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Jairo Cugliari

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Manel Boumghar

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Philippe Suignard

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