The Natural Language Decathlon (decaNLP) is a new benchmark for studying general NLP models that can perform a variety of complex, natural language tasks.
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
This is a list of 100 important natural language processing (NLP) papers that serious students and researchers working in the field should probably know about and read.
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.
I made an introductory talk on word embeddings in the past and this write-up is an extended version of the part about philosophical ideas behind word vectors.
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)
M. Peters, M. Neumann, R. Logan, R. Schwartz, V. Joshi, S. Singh, и N. Smith. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), стр. 43--54. Hong Kong, China, Association for Computational Linguistics, (ноября 2019)
L. Flek. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, стр. 7828--7838. Online, Association for Computational Linguistics, (июля 2020)
S. Wang, J. Tang, C. Aggarwal, и H. Liu. Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, ACM, (октября 2016)