{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T00:31:28Z","timestamp":1761611488678},"reference-count":62,"publisher":"MIT Press - Journals","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Transactions of the Association for Computational Linguistics"],"published-print":{"date-parts":[[2019,11]]},"abstract":"<jats:p> We present a novel semantic framework for modeling linguistic expressions of generalization\u2014 generic, habitual, and episodic statements\u2014as combinations of simple, real-valued referential properties of predicates and their arguments. We use this framework to construct a dataset covering the entirety of the Universal Dependencies English Web Treebank. We use this dataset to probe the efficacy of type-level and token-level information\u2014including hand-engineered features and static (GloVe) and contextual (ELMo) word embeddings\u2014for predicting expressions of generalization. <\/jats:p>","DOI":"10.1162\/tacl_a_00285","type":"journal-article","created":{"date-parts":[[2019,9,11]],"date-time":"2019-09-11T19:59:46Z","timestamp":1568231986000},"page":"501-517","source":"Crossref","is-referenced-by-count":5,"title":["Decomposing Generalization: Models of Generic, Habitual, and Episodic                     Statements"],"prefix":"10.1162","volume":"7","author":[{"given":"Venkata","family":"Govindarajan","sequence":"first","affiliation":[{"name":"University of Rochester"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Benjamin Van","family":"Durme","sequence":"additional","affiliation":[{"name":"Johns Hopkins University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aaron Steven","family":"White","sequence":"additional","affiliation":[{"name":"University of Rochester"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"281","reference":[{"key":"bib1","volume-title":"IWCS 2017, 12th International Conference on Computational Semantics, Short papers","author":"Abzianidze Lasha","year":"2017"},{"key":"bib2","volume-title":"Categorical Data Analysis","volume":"482","author":"Agresti Alan","year":"2003"},{"key":"bib3","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511801686","volume-title":"Analyzing Linguistic Data: A Practical Introduction to Statistics using R","author":"Baayen R.H.","year":"2008"},{"key":"bib4","first-page":"86","volume-title":"Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics - Volume 1","author":"Baker Collin F.","year":"1998"},{"key":"bib5","doi-asserted-by":"crossref","first-page":"4220","DOI":"10.18653\/v1\/D18-1454","volume-title":"Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing","author":"Bauer Lisa","year":"2018"},{"key":"bib6","first-page":"1412","volume-title":"Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics","author":"Bejan Cosmin Adrian","year":"2010"},{"issue":"3","key":"bib8","doi-asserted-by":"crossref","first-page":"904","DOI":"10.3758\/s13428-013-0403-5","volume":"46","author":"Brysbaert Marc","year":"2014","journal-title":"Behavior Research Methods"},{"key":"bib9","first-page":"179","volume-title":"Proceedings of NELS 36","author":"Carlson Greg","year":"2006"},{"key":"bib10","unstructured":"Greg N. 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