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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 Hits 1 – 14 of 14 1 Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing Ponti, Edoardo Maria; O’Horan, Helen; Berzak, Yevgeni; Vulić, Ivan; Reichart, Roi; Poibeau, Thierry; Shutova, Ekaterina; Korhonen, Anna In: ISSN: 0891-2017 ; EISSN: 1530-9312 ; Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-02425462 ; Computational Linguistics, Massachusetts Institute of Technology Press (MIT Press), 2019, 45 (3), pp.559-601. ⟨10.1162/coli_a_00357⟩ ; https://www.mitpressjournals.org/doi/abs/10.1162/coli_a_00357 (2019) Abstract: International audience ; Linguistic typology aims to capture structural and semantic variation across the world’s languages. A large-scale typology could provide excellent guidance for multilingual Natural Language Processing (NLP), particularly for languages that suffer from the lack of human labeled resources. We present an extensive literature survey on the use of typological information in the development of NLP techniques. Our survey demonstrates that to date, the use of information in existing typological databases has resulted in consistent but modest improvements in system performance. We show that this is due to both intrinsic limitations of databases (in terms of coverage and feature granularity) and under-utilization of the typological features included in them. We advocate for a new approach that adapts the broad and discrete nature of typological categories to the contextual and continuous nature of machine learning algorithms used in contemporary NLP. In particular, we suggest that such an approach could be facilitated by recent developments in data-driven induction of typological knowledge. Keyword: [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; [SCCO.COMP]Cognitive science/Computer science; [SCCO.LING]Cognitive science/Linguistics; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; [SHS.STAT]Humanities and Social Sciences/Methods and statistics; Computational linguistics; Typology URL: https://hal.archives-ouvertes.fr/hal-02425462 https://hal.archives-ouvertes.fr/hal-02425462/file/coli_a_00357-Ponti.pdf https://hal.archives-ouvertes.fr/hal-02425462/document https://doi.org/10.1162/coli_a_00357 BASE Hide details 2 Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing Ponti, Edoardo,; O 'horan, Helen; Berzak, Yevgeni... In: https://hal.archives-ouvertes.fr/hal-01856176 ; 2018 (2018) BASE Show details 3 Cognitive Aspects of Computational Language Acquisition Villavicencio, Aline; Poibeau, Thierry; Korhonen, Anna. - : HAL CCSD, 2013. : Springer, 2013 In: https://hal.archives-ouvertes.fr/hal-00783282 ; Springer, pp.330, 2013, 978-3-642-31863-4 (2013) BASE Show details 4 A Tensor-based Factorization Model of Semantic Compositionality Van De Cruys, Tim; Poibeau, Thierry; Korhonen, Anna In: Proceedings of the Conference of the North American Chapter of the Association of Computational Linguistics (HTL-NAACL) ; Conference of the North American Chapter of the Association of Computational Linguistics (HTL-NAACL) ; https://hal.archives-ouvertes.fr/hal-00997334 ; Conference of the North American Chapter of the Association of Computational Linguistics (HTL-NAACL), Jun 2013, Atlanta, United States. pp.1142-1151 (2013) BASE Show details 5 Computational Modeling as a Methodology for Studying Human Language Learning Poibeau, Thierry; Villavicencio, Aline; Korhonen, Anna... In: Cognitive Aspects of Computational Language Acquisition ; https://hal.archives-ouvertes.fr/hal-00783285 ; A. Villavicencio, T. Poibeau, A. Korhonen and A. Alishahi. Cognitive Aspects of Computational Language Acquisition, Springer, pp.1-26, 2013, Theory and Applications of Natural Language Processing, 978-3-642-31863-4 (2013) BASE Show details 6 Multiway Tensor Factorization for Unsupervised Lexical Acquisition Van De Cruys, Tim; Rimell, Laura; Poibeau, Thierry... In: Proceedings of COLING 2012: Technical Papers ; COLING 2012 ; https://hal.archives-ouvertes.fr/hal-00783711 ; COLING 2012, Dec 2012, Mumbai, India. pp.2703-2720 (2012) BASE Show details 7 Proceedings of the EACL Workshop on Computational Models of Language Acquisition and Loss Berwick, Robert; Korhonen, Anna; Poibeau, Thierry. - : HAL CCSD, 2012. : Association for Computational Linguistics, 2012 In: https://hal.archives-ouvertes.fr/hal-00783291 ; A. Villavicencio, T. Poibeau, A. Korhonen & B. Berwick. France. Association for Computational Linguistics, pp.70, 2012, 978-1-937284-19-0 (2012) BASE Show details 8 Latent Vector Weighting for Word Meaning in Context Van De Cruys, Tim; Poibeau, Thierry; Korhonen, Anna In: Proceedings of "Empirical Methods in Natural Language Processing" ; Empirical Methods in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-00666475 ; Empirical Methods in Natural Language Processing, 2011, France (2011) BASE Show details 9 A Weakly-supervised Approach to Argumentative Zoning of Scientific Documents Guo, Yufan; Korhonen, Anna; Poibeau, Thierry In: Actes de la conférence "Empirical Methods in Natural language Processing" (EMNLP) ; Empirical Methods in Natural language Processing (EMNLP) ; https://hal.archives-ouvertes.fr/hal-00666472 ; Empirical Methods in Natural language Processing (EMNLP), 2011, Edinburgh, United Kingdom (2011) BASE Show details 10 The acquisition of unrestricted feature-based conceptual representations from corpora Devereux, Barry; Kelly, Colin; Poibeau, Thierry... In: https://hal.archives-ouvertes.fr/hal-00508665 ; 2010 (2010) BASE Show details 11 Large-Scale Acquisition of Feature-Based Conceptual Representations from Textual Corpora Devereux, Barry; Pilkington, Nicholas; Poibeau, Thierry... In: Proceedings of the Annual Meeting of the Cognitive Science Society ; The Annual Meeting of the Cognitive Science Society ; https://hal.archives-ouvertes.fr/hal-00507103 ; The Annual Meeting of the Cognitive Science Society, 2010, United States. 6 p (2010) BASE Show details 12 Towards unrestricted, large-scale acquisition of feature-based conceptual representations from corpus data Devereux, Barry; Pilkington, Nicholas; Poibeau, Thierry... In: ISSN: 1570-7075 ; EISSN: 1572-8706 ; Research on Language and Computation ; https://hal.archives-ouvertes.fr/hal-00605539 ; Research on Language and Computation, Springer Verlag, 2010, 7 (2-4), pp.137-170 (2010) BASE Show details 13 Investigating the cross-linguistic potential of VerbNet-style classification Sun, Lin; Korhonen, Anna; Poibeau, Thierry... In: Proceedings of CoLing ; CoLing 2010 ; https://hal.archives-ouvertes.fr/hal-00539036 ; CoLing 2010, 2010, Beijing, China, China. pp.94 (2010) BASE Show details 14 LexSchem: A Large Subcategorization Lexicon for French Verbs Messiant, Cédric; Korhonen, Anna; Poibeau, Thierry In: Proceedings of the Language Resources and Evaluation Conference (LREC) ; LREC 2008 ; https://hal.archives-ouvertes.fr/hal-00539025 ; LREC 2008, 2008, Marrakech, Morocco. pp.142 (2008) BASE Show details

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