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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 Hits 1 – 20 of 43 1 Word Sense Induction with Attentive Context Clustering Stekel, Moshe; Azaria, Amos; Gordin, Shai In: https://hal.archives-ouvertes.fr/hal-03586559 ; 2022 (2022) Abstract: This paper presents ACCWSI (Attentive Context Clustering WSI), a method for Word Sense Induction, suitable for languages with limited resources. Pretrained on a small corpus and given an ambiguous word (a query word) and a set of excerpts that contain it, ACCWSI uses an attention mechanism for generating context-aware embeddings, distinguishing between the different senses assigned to the query word. These embeddings are then clustered to provide groups of main common uses of the query word. We show that ACCWSI performs well on the SemEval-2 2010 WSI task. ACCWSI also demonstrates practical applicability for shedding light on the meanings of ambiguous words in ancient languages, such as Classical Hebrew and Akkadian. In the near future, we intend to turn ACCWSI into a practical tool for linguists and historians. Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; clustering; nlp; wsd; wsi URL: https://hal.archives-ouvertes.fr/hal-03586559 https://hal.archives-ouvertes.fr/hal-03586559v3/document https://hal.archives-ouvertes.fr/hal-03586559v3/file/accwsi.pdf BASE Hide details 2 Word Sense Induction with Attentive Context Clustering Stekel, Moshe; Azaria, Amos; Gordin, Shai In: https://hal.inria.fr/hal-03586559 ; 2022 (2022) BASE Show details 3 Word Sense Induction with Attentive Context Clustering Azaria, Amos; Gordin, Shai; Stekel, Moshe In: https://hal.archives-ouvertes.fr/hal-03586559 ; 2022 (2022) BASE Show details 4 Event/Nonevent Noun Disambiguation Test Set ... Vlasova, Natalia A; Serdyuk, Yury P; Suleymanova, Elena A. - : Zenodo, 2020 BASE Show details 5 Event/Nonevent Noun Disambiguation Test Set ... Vlasova, Natalia A; Serdyuk, Yury P; Suleymanova, Elena A. - : Zenodo, 2020 BASE Show details 6 Russian Event Noun Disambiguation Test Set (6X200) ... Trofimov, Igor V.; Vlasova, Natalia A.; Suleymanova, Elena A.. - : Zenodo, 2018 BASE Show details 7 Russian Event Noun Disambiguation Test Set (6X200) ... Trofimov, Igor V.; Vlasova, Natalia A.; Suleymanova, Elena A.. - : Zenodo, 2018 BASE Show details 8 Multi-sense Embeddings through a Word Sense Disambiguation Process Ruas, Terry; Grosky, William; Aizawa, Akiko. - 2018 BASE Show details 9 Crowdsourcing lexical semantic judgements from bilingual dictionary users Fothergill, Richard James. - 2017 BASE Show details 10 Uso de representaciones vectoriales de las palabras para la detección de dobles sentidos (puns) Carrasco Gómez, Pascual Andrés. - : Universitat Politècnica de València, 2017 BASE Show details 11 Unsupervised all-words sense distribution learning Bennett, Andrew. - 2016 BASE Show details 12 Word Sense Disambiguation Based on Large Scale Polish CLARIN Heterogeneous Lexical Resources Kędzia, Paweł; Piasecki, Maciej; Orlińska, Marlena In: Cognitive Studies | Études cognitives; No 15 (2015); 269-292 ; 2392-2397 (2015) BASE Show details 13 Translation of keywords between English and Swedish ; Översättning av nyckelord mellan engelska och svenska Klein Rosmar, Sander; Ahmady, Tobias. - : KTH, Data- och elektroteknik, 2014 BASE Show details 14 ABSTRACT Long Tail in Weighted Lexical Networks Mathieu Lafourcade; Alain Joubert In: http://hal.inria.fr/docs/00/81/62/36/PDF/COGALEX2012-ML-v4.pdf (2013) BASE Show details 15 Désambiguisation de sens par modèles de contextes et son application à la Recherche d’Information Brosseau-Villeneuve, Bernard. - 2011 BASE Show details 16 Désambiguisation de sens par modèles de contextes et son application à la Recherche d’Information Brosseau-Villeneuve, Bernard. - 2010 BASE Show details 17 SemEval-2010 Task 2: Cross-Lingual Lexical Substitution Mihalcea, Rada, 1974-; Sinha, Ravi; McCarthy, Diana In: Association for Computational Linguistics (ACL) Workshop on Semantic Evaluations (SemEval), 2010, Uppsala, Sweden (2010) BASE Show details 18 Word sense disambiguation: a survey Roberto Navigli In: http://www.dsi.uniroma1.it/~navigli/pubs/ACM_Survey_2009_Navigli.pdf (2009) BASE Show details 19 Regular Polysemy in WordNet Barque, Lucie; Chaumartin, François-Régis In: ISSN: 0175-1336 ; Journal for language technology and computational linguistics ; https://hal.archives-ouvertes.fr/hal-00611244 ; Journal for language technology and computational linguistics, GSCL (Gesellschaft für Sprachtechnologie und Computerlinguistik) 2009, 24 (2), pp.5-18 (2009) BASE Show details 20 The Treatment of Word Sense Inventories in the ‘LACELL WSD Project’ Almela, Moisés In: International Journal of English Studies; Vol. 9 No. 3 (2009): Special Issue; 21-38 ; International Journal of English Studies; Vol. 9 Núm. 3 (2009): Special Issue; 21-38 ; 1989-6131 ; 1578-7044 (2009) BASE Show details Page: 1 2 3

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