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Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity
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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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Semi-Supervised Learning on Meta Structure: Multi-Task Tagging and Parsing in Low-Resource Scenarios
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In: Conference of the Association for the Advancement of Artificial Intelligence ; https://hal.archives-ouvertes.fr/hal-02895835 ; Conference of the Association for the Advancement of Artificial Intelligence, Association for the Advancement of Artificial Intelligence, Feb 2020, New York, United States ; https://aaai.org/Conferences/AAAI-20/ (2020)
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Sonnet Combinatorics with OuPoCo
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In: 4th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature ; https://hal.archives-ouvertes.fr/hal-03084603 ; 4th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature, ACL-SIGHUM, Dec 2020, Barcelona, Spain ; https://www.aclweb.org/anthology/volumes/2020.latechclfl-1/ (2020)
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Automatic Dialect Adaptation in Finnish and its Effect on Perceived Creativity
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In: 11th International Conference on Computational Creativity (ICCC’20) ; https://hal.archives-ouvertes.fr/hal-02977153 ; 11th International Conference on Computational Creativity (ICCC’20), Sep 2020, Coimbra, Portugal ; http://computationalcreativity.net/iccc20/ (2020)
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Semantic Flexibility and Grounded Language Learning
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In: Proceedings AISB 2019 ; 2019 AISB Convention : Workshop on Language Learning for Artificial Agents ; https://hal.archives-ouvertes.fr/hal-02268932 ; 2019 AISB Convention : Workshop on Language Learning for Artificial Agents, Apr 2019, Falmouth, United Kingdom (2019)
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Babel 2.0. Où va la traduction automatique ?
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In: https://hal.archives-ouvertes.fr/hal-02265228 ; Odile Jacob, 2019, 9782738148490 ; https://www.odilejacob.fr/catalogue/sciences-humaines/linguistique-psycholinguistique/babel-20_9782738148490.php (2019)
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Modelling the Semantic Change Dynamics using Diachronic Word Embedding
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In: 11th International Conference on Agents and Artificial Intelligence (NLPinAI Special Session) ; https://hal.archives-ouvertes.fr/hal-02048377 ; 11th International Conference on Agents and Artificial Intelligence (NLPinAI Special Session), Feb 2019, Prague, Czech Republic (2019)
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"A Novel of Character": Towards the Automatic Annotation of Characters in a Large Corpus of French Novels
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In: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE «CORPUS LINGUISTICS–2019 ; International Conference on Corpus Linguistics 2019 ; https://hal.archives-ouvertes.fr/hal-02265134 ; International Conference on Corpus Linguistics 2019, Jun 2019, Saint Petersbourg, Russia ; https://events.spbu.ru/eventsContent/events/2019/corpora/corp_sborn.pdf (2019)
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Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing
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In: https://hal.archives-ouvertes.fr/hal-01856176 ; 2018 (2018)
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SEx BiST: A Multi-Source Trainable Parser with Deep Contextualized Lexical Representations
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In: Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies ; https://hal.archives-ouvertes.fr/hal-02977455 ; Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, Oct 2018, Bruxelles, Belgium. pp.143-152, ⟨10.18653/v1/K18-2014⟩ ; https://www.conll.org/2018/ (2018)
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Abstract:
International audience ; We describe the SEx BiST parser (Seman-tically EXtended Bi-LSTM parser) developed at Lattice for the CoNLL 2018 Shared Task (Multilingual Parsing from Raw Text to Universal Dependencies). The main characteristic of our work is the encoding of three different modes of con-textual information for parsing: (i) Tree-bank feature representations, (ii) Multilingual word representations, (iii) ELMo representations obtained via unsupervised learning from external resources. Our parser performed well in the official end-to-end evaluation (73.02 LAS-4 th /26 teams, and 78.72 UAS-2 nd /26); remarkably , we achieved the best UAS scores on all the English corpora by applying the three suggested feature representations. Finally, we were also ranked 1 st at the optional event extraction task, part of the 2018 Extrinsic Parser Evaluation campaign .
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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; [SHS.STAT]Humanities and Social Sciences/Methods and statistics; language model; multilinguality; parsing
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URL: https://doi.org/10.18653/v1/K18-2014 https://hal.archives-ouvertes.fr/hal-02977455/document https://hal.archives-ouvertes.fr/hal-02977455 https://hal.archives-ouvertes.fr/hal-02977455/file/K18-2014.pdf
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Multilingual Dependency Parsing for Low-Resource Languages: Case Studies on North Saami and Komi-Zyrian
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In: LREC 2018 Proceedings ; Language Resource and Evaluation Conference ; https://hal.archives-ouvertes.fr/hal-01856178 ; Language Resource and Evaluation Conference, ELRA, May 2018, Miyazaki, Japan ; http://www.lrec-conf.org/proceedings/lrec2018/pdf/600.pdf (2018)
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Dependency Parsing of Code-Switching Data with Cross-Lingual Feature Representations
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In: International Workshop on Computational Linguistics for Uralic Languages ; https://hal.archives-ouvertes.fr/hal-01722243 ; International Workshop on Computational Linguistics for Uralic Languages, Jan 2018, Helsinki, Finland. pp.1 - 17 ; aclweb.org/anthology/W18-0200 (2018)
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Language, Cognition, and Computational Models
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In: https://hal.archives-ouvertes.fr/hal-01722351 ; Cambridge University Press, 2018 ; https://www.cambridge.org/core/books/language-cognition-and-computational-models/90CC7DBA6CADB1FE361266D311CB4413 (2018)
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Introduction: Cognitive Issues in Natural Language Processing
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In: Language, Cognition, and Computational Models ; https://hal.archives-ouvertes.fr/hal-01722353 ; Language, Cognition, and Computational Models, Cambridge University Press, 2018, 9781316676974 ; https://doi.org/10.1017/9781316676974 (2018)
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UDLex: Towards Cross-language Subcategorization Lexicons
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In: Proceedings of the Fourth International Conference on Dependency Linguistics ; Fourth International Conference on Dependency Linguistics (Depling 2017) ; https://hal.archives-ouvertes.fr/hal-01856180 ; Fourth International Conference on Dependency Linguistics (Depling 2017), University of Pisa, Sep 2017, Pise, Italy (2017)
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Automatic enjambment detection as a new source of evidence in Spanish versification
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In: https://hal.archives-ouvertes.fr/hal-01722359 ; 2017 (2017)
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Machine Translation
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In: https://hal.archives-ouvertes.fr/hal-01674140 ; MIT Press, 2017, 9780262534215 ; https://mitpress.mit.edu/books/machine-translation-0 (2017)
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Lexical Knowledge Acquisition: Towards a Continuous and Flexible Representation of the Lexicon
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In: Workshop on Cognitive Knowledge Acquisition and Applications ; https://hal.archives-ouvertes.fr/hal-01420714 ; Workshop on Cognitive Knowledge Acquisition and Applications, Jul 2016, New York, United States ; http://cognitum.ws/ (2016)
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Exploring a Continuous and Flexible Representation of the Lexicon
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In: 26th International Conference on Computational Linguistics (COLING 2016) ; https://hal.archives-ouvertes.fr/hal-01422479 ; 26th International Conference on Computational Linguistics (COLING 2016), Dec 2016, Osaka, Japan. pp.297-301 ; https://www.aclweb.org/anthology/C/C16/C16-2062.pdf (2016)
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Exploring Natural Language Processing Methods for Finno-Ugric Langages
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In: Second International Workshop on Computational Linguistics for Uralic Languages ; https://hal.archives-ouvertes.fr/hal-01273769 ; Second International Workshop on Computational Linguistics for Uralic Languages, Jan 2016, Szeged, Hungary (2016)
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