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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5...9 Hits 1 – 20 of 164 1 Semantic Representations for NLP Using VerbNet and the Generative Lexicon Brown, Susan Windisch; Bonn, Julia; Kazeminejad, Ghazaleh; Zaenen, Annie; Pustejovsky, James; Palmer, Martha In: Front Artif Intell (2022) Abstract: The need for deeper semantic processing of human language by our natural language processing systems is evidenced by their still-unreliable performance on inferencing tasks, even using deep learning techniques. These tasks require the detection of subtle interactions between participants in events, of sequencing of subevents that are often not explicitly mentioned, and of changes to various participants across an event. Human beings can perform this detection even when sparse lexical items are involved, suggesting that linguistic insights into these abilities could improve NLP performance. In this article, we describe new, hand-crafted semantic representations for the lexical resource VerbNet that draw heavily on the linguistic theories about subevent semantics in the Generative Lexicon (GL). VerbNet defines classes of verbs based on both their semantic and syntactic similarities, paying particular attention to shared diathesis alternations. For each class of verbs, VerbNet provides common semantic roles and typical syntactic patterns. For each syntactic pattern in a class, VerbNet defines a detailed semantic representation that traces the event participants from their initial states, through any changes and into their resulting states. The Generative Lexicon guided the structure of these representations. In GL, event structure has been integrated with dynamic semantic models in order to represent the attribute modified in the course of the event (the location of the moving entity, the extent of a created or destroyed entity, etc.) as a sequence of states related to time points or intervals. We applied that model to VerbNet semantic representations, using a class's semantic roles and a set of predicates defined across classes as components in each subevent. We will describe in detail the structure of these representations, the underlying theory that guides them, and the definition and use of the predicates. We will also evaluate the effectiveness of this resource for NLP by reviewing efforts to use the semantic representations in NLP tasks. Keyword: Artificial Intelligence URL: https://doi.org/10.3389/frai.2022.821697 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9048683/ BASE Hide details 2 Designing Multimodal Datasets for NLP Challenges ... Pustejovsky, James; Holderness, Eben; Tu, Jingxuan. - : arXiv, 2021 BASE Show details 3 Representing Inferences and their Lexicalization ... McDonald, David; Pustejovsky, James. - : arXiv, 2021 BASE Show details 4 Proceedings of the 11th International Workshop on Health Text Mining and Information Analysis, LOUHI@EMNLP 2020, Online, November 20, 2020. Holderness, Eben; Jimeno Yepes, Antonio; Lavelli, Alberto. - : HAL CCSD, 2020 In: https://halshs.archives-ouvertes.fr/halshs-03102506 ; Association for Computational Linguistics 2020. 2020, 978-1-952148-81-1 ; https://www.aclweb.org/anthology/volumes/2020.louhi-1/ (2020) BASE Show details 5 Neurosymbolic AI for Situated Language Understanding ... Krishnaswamy, Nikhil; Pustejovsky, James. - : arXiv, 2020 BASE Show details 6 COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation ... Wang, Qingyun; Li, Manling; Wang, Xuan. - : arXiv, 2020 BASE Show details 7 A Formal Analysis of Multimodal Referring Strategies Under Common Ground ... Krishnaswamy, Nikhil; Pustejovsky, James. - : arXiv, 2020 BASE Show details 8 A Continuation Semantics for Abstract Meaning Representation ... The 28th International Conference on Computational Linguistics 2020; Donatelli, Lucia; Lai, Kenneth. - : Underline Science Inc., 2020 BASE Show details 9 Front Matter Pustejovsky, James; Burke, Victoria In: University of Massachusetts Occasional Papers in Linguistics (2020) BASE Show details 10 Opacity and the Accessibility of Subject in German A.C.I-Constructions Pustejovsky, James D. In: North East Linguistics Society (2020) BASE Show details 11 Front Matter Pustejovsky, James; Sells, Peter In: North East Linguistics Society (2020) BASE Show details 12 NELS 11 Front Matter Burke, Victoria; Pustejovsky, James In: North East Linguistics Society (2020) BASE Show details 13 The lexicon Pustejovsky, James; Batiukova, Olga. - Cambridge [u.a.] : Cambridge Univ. Press, 2019 Leibniz-Zentrum Allgemeine Sprachwissenschaft Show details 14 Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Holderness, Eben; Yepes, Antonio Jimeno; Lavelli, Alberto. - : HAL CCSD, 2019 In: https://hal.archives-ouvertes.fr/hal-02992403 ; Association for Computational Linguistics. Nov 2019, Hong Kong, 2019, 978-1-950737-77-2 ; https://www.aclweb.org/anthology/D19-6200/ (2019) BASE Show details 15 Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) ... Holderness, Eben; Yepes, Antonio Jimeno; Lavelli, Alberto. - : Association for Computational Linguistics, 2019 BASE Show details 16 Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019) Holderness, Eben; Yepes, Antonio Jimeno; Lavelli, Alberto... In: Holderness, Eben; Yepes, Antonio Jimeno; Lavelli, Alberto; Minard, Anne-Lyse; Pustejovsky, James; Rinaldi, Fabio (2019). Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis (LOUHI 2019). In: Association for Computational Linguistics, Hong Kong, November, Hong Kong, 2019 - 2019. (2019) BASE Show details 17 The comparative neuroprimatology 2018 (CNP-2018) road map for research on How the Brain Got Language Arbib, Michael; Aboitiz, Francisco; Burkart, Judith M.. - : Benjamins, 2018 BASE Show details 18 Handbook of linguistic annotation ; Volume 2 Ide, Nancy (Herausgeber); Pustejovsky, James (Herausgeber). - Dordrecht : Springer, 2017 Institut für Empirische Sprachwissenschaft UB Frankfurt Linguistik Show details 19 Handbook of linguistic annotation ; Volume 1 Ide, Nancy (Herausgeber); Pustejovsky, James (Herausgeber). - Dordrecht : Springer, 2017 Institut für Empirische Sprachwissenschaft UB Frankfurt Linguistik Show details 20 Handbook of Linguistic Annotation Ide, Nancy (Hrsg.); Pustejovsky, James (Hrsg.). - Berlin / New York : Springer, 2017 IDS Bibliografie zur Gesprächsforschung Show details Page: 1 2 3 4 5...9

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