In natural language understanding, there is a hierarchy of lenses through which we can extract meaning - from words to sentences to paragraphs to documents. At the document level, one of the most useful ways to understand text is by analyzing its topics.
S. Bordia, и S. Bowman. Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop, стр. 7--15. Minneapolis, Minnesota, Association for Computational Linguistics, (июня 2019)
S. Blodgett, S. Barocas, H. Daumé III, и H. Wallach. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, стр. 5454--5476. Online, Association for Computational Linguistics, (июля 2020)
A. Ross, M. Hughes, и F. Doshi-Velez. Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI-17, стр. 2662--2670. (2017)
L. Flek. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, стр. 7828--7838. Online, Association for Computational Linguistics, (июля 2020)
A. Bakalov, A. McCallum, H. Wallach, и D. Mimno. Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, стр. 237--240. New York, NY, USA, ACM, (2012)