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Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity
In: ISSN: 0891-2017 ; EISSN: 1530-9312 ; Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-02975786 ; Computational Linguistics, Massachusetts Institute of Technology Press (MIT Press), 2020, 46 (4), pp.847-897 ; https://direct.mit.edu/coli/article/46/4/847/97326/Multi-SimLex-A-Large-Scale-Evaluation-of (2020)
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Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity ...
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Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity ...
Vulic, Ivan; Baker, Simon; Ponti, Edoardo. - : Apollo - University of Cambridge Repository, 2020
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Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing
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)
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Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing ...
Ponti, Edoardo; O'Horan, Helen; Berzak, Yevgeni. - : Apollo - University of Cambridge Repository, 2019
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6
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing
Reichart, Roi; Shutova, Ekaterina; Korhonen, Anna-Leena. - : MIT Press - Journals, 2019. : COMPUTATIONAL LINGUISTICS, 2019
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Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing
In: Computational Linguistics, Vol 45, Iss 3, Pp 559-601 (2019) (2019)
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8
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing
In: https://hal.archives-ouvertes.fr/hal-01856176 ; 2018 (2018)
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Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing ...
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10
Cognitive Aspects of Computational Language Acquisition
Villavicencio, Aline; Poibeau, Thierry; Korhonen, Anna. - Berlin, Heidelberg : Springer Berlin Heidelberg, 2013
UB Frankfurt Linguistik
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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)
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12
A Tensor-based Factorization Model of Semantic Compositionality
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)
Abstract: International audience ; In this paper, we present a novel method for the computation of compositionality within a distributional framework. The key idea is that compositionality is modeled as a multi-way interaction between latent factors, which are automatically constructed from corpus data. We use our method to model the composition of subject verb object triples. The method consists of two steps. First, we compute a latent factor model for nouns from standard co-occurrence data. Next, the latent factors are used to induce a latent model of three-way subject verb object interactions. Our model has been evaluated on a similarity task for transitive phrases, in which it exceeds the state of the art.
Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [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
URL: https://hal.archives-ouvertes.fr/hal-00997334/file/naaclhlt2013.pdf
https://hal.archives-ouvertes.fr/hal-00997334
https://hal.archives-ouvertes.fr/hal-00997334/document
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13
Computational Modeling as a Methodology for Studying Human Language Learning
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)
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14
Multiway Tensor Factorization for Unsupervised Lexical Acquisition
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)
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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)
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16
Latent Vector Weighting for Word Meaning in Context
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)
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17
A Weakly-supervised Approach to Argumentative Zoning of Scientific Documents
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)
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The acquisition of unrestricted feature-based conceptual representations from corpora
In: https://hal.archives-ouvertes.fr/hal-00508665 ; 2010 (2010)
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19
Large-Scale Acquisition of Feature-Based Conceptual Representations from Textual Corpora
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)
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Towards unrestricted, large-scale acquisition of feature-based conceptual representations from corpus data
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)
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