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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) BASE Show 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 Abstract: © 2016 Andrew Bennett ; There has recently been significant interest in unsupervised methods for learning word sense distributions, or most frequent sense information, in particular for applications where sense distinctions are needed. In addition to their direct application to word sense disambiguation (WSD), particularly where domain adaptation is required, these methods have successfully been applied to diverse problems such as novel sense detection or lexical simplification. Furthermore, they could be used to supplement or replace existing sources of sense frequencies, such as SemCor, which have many significant flaws. However, a major gap in the past work on sense distribution learning is that it has never been optimised for large-scale application to the entire vocabularies of a languages, as would be required to replace sense frequency resources such as SemCor. In this thesis, we develop an unsupervised method for all-words sense distribution learning, which is suitable for language-wide application. We first optimise and extend HDP-WSI, an existing state-of-the-art sense distribution learning method based on HDP topic modelling. This is mostly achieved by replacing HDP with the more efficient HCA topic modelling algorithm in order to create HCA-WSI, which is over an order of magnitude faster than HDP-WSI and more robust. We then apply HCA-WSI across the vocabularies of several languages to create LexSemTm, which is a multilingual sense frequency resource of unprecedented size. Of note, LexSemTm contains sense frequencies for approximately 88% of polysemous lemmas in Princeton WordNet, compared to only 39% for SemCor, and the quality of data in each is shown to be roughly equivalent. Finally, we extend our sense distribution learning methodology to multiword expressions (MWEs), which to the best of our knowledge is a novel task (as is applying any kind of general-purpose WSD methods to MWEs). We demonstrate that sense distribution learning for MWEs is comparable to that for simplex lemmas in all important respects, and we expand LexSemTm with MWE sense frequency data. Keyword: natural language processing; NLP; semantics; topic modelling; word sense disambiguation; word sense induction; WSD; WSI URL: http://hdl.handle.net/11343/148422 BASE Hide 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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