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L’expression du déplacement en roumain : perspectives romanes
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In: ISSN: 1224-8150 ; Annales de l'Université de Craiova. Série Langues et Littératures Romanes ; https://halshs.archives-ouvertes.fr/halshs-03087653 ; Annales de l'Université de Craiova. Série Langues et Littératures Romanes, Craiova Editura Universitaria, 2020 (2020)
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Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity
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Vulic, Ivan; Baker, Simon; Ponti, Edoardo Maria; Petti, Ulla; Leviant, Ira; Wing, Kelly; Majewska, Olga; Bar, Eden; Malone, Matt; Poibeau, Thierry; Reichart, Roi; Korhonen, Anna
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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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Abstract:
Données et informations liées à la publication : https://multisimlex.com/ ; International audience ; We introduce Multi-SimLex, a large-scale lexical resource and evaluation benchmark covering datasets for 12 typologically diverse languages, including major languages (e.g., Mandarin Chinese, Spanish, Russian) as well as less-resourced ones (e.g., Welsh, Kiswahili). Each language dataset is annotated for the lexical relation of semantic similarity and contains 1,888 semantically aligned concept pairs, providing a representative coverage of word classes (nouns, verbs, adjectives, adverbs), frequency ranks, similarity intervals, lexical fields, and concreteness levels. Additionally, owing to the alignment of concepts across languages, we provide a suite of 66 cross-lingual semantic similarity datasets. Due to its extensive size and language coverage, Multi-SimLex provides entirely novel opportunities for experimental evaluation and analysis. On its monolingual and cross-lingual benchmarks, we evaluate and analyze a wide array of recent state-of-the-art monolingual and cross-lingual representation models, including static and contextualized word embeddings (such as fastText, M-BERT and XLM), externally informed lexical representations, as well as fully unsupervised and (weakly) supervised cross-lingual word embeddings. We also present a step-by-step dataset creation protocol for creating consistent, Multi-Simlex-style resources for additional languages. We make these contributions -- the public release of Multi-SimLex datasets, their creation protocol, strong baseline results, and in-depth analyses which can be be helpful in guiding future developments in multilingual lexical semantics and representation learning -- available via a website which will encourage community effort in further expansion of Multi-Simlex to many more languages. Such a large-scale semantic resource could inspire significant further advances in NLP across languages.
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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.INFO]Humanities and Social Sciences/Library and information sciences; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; [SHS.STAT]Humanities and Social Sciences/Methods and statistics; Lexicon; Linguistic Resource; Multilinguality; Semantics; Typology
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URL: https://hal.archives-ouvertes.fr/hal-02975786/file/coli_a_00391.pdf
https://hal.archives-ouvertes.fr/hal-02975786
https://hal.archives-ouvertes.fr/hal-02975786/document
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| 7 |
Prosodic systems: Mainland Southeast Asia
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In: Oxford Handbook of Language Prosody ; https://halshs.archives-ouvertes.fr/halshs-01617182 ; Carlos Gussenhoven; Aoju Chen. Oxford Handbook of Language Prosody, Oxford University Press, 2020 (2020)
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| 8 |
Typological challenges, cognitive insights, pragmatic explanations: Investigations on Movima, a linguistic isolate of lowland Bolivia
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In: https://hal.archives-ouvertes.fr/tel-03093249 ; Linguistics. Université de Paris, 2020 (2020)
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| 9 |
Temporal location and "spatial metaphor" : an only cognitive scheme for two dimensions? ; Localisation temporelle et "métaphore spatiale" : un seul schème cognitif pour deux dimensions ?
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In: https://tel.archives-ouvertes.fr/tel-03425448 ; Linguistique. Université de la Sorbonne nouvelle - Paris III, 2020. Français. ⟨NNT : 2020PA030076⟩ (2020)
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| 10 |
The Brokpa lexicon: Notes on selected semantic fields
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In: Himalayan Linguistics, vol 19, iss 1 (2020)
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| 12 |
A sketch grammar of Siyuewu Khroskyabs
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In: Himalayan Linguistics, vol 19, iss 3 (2020)
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| 13 |
Introduction to Aspects of Brokpa Grammar
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In: Himalayan Linguistics, vol 19, iss 1 (2020)
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| 14 |
Are the Central Flores languages really typologically unusual?
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| 15 |
Communicative need in colour naming.
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In: Cognitive neuropsychology, vol 37, iss 5-6 (2020)
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| 16 |
Preface
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In: Missionary Linguistic Studies from Mesoamerica to Patagonia. ; https://hal.archives-ouvertes.fr/hal-03296822 ; Astrid Alexander-Bakkerus; Rebeca Fernández Rodríguez; Liesbeth Zack; Otto Zwartjes. Missionary Linguistic Studies from Mesoamerica to Patagonia., 22, Brill, pp.vii-xiii, 2020, Brill's Studies in Language, Cognition and Culture ; https://brill.com/view/book/edcoll/9789004427006/front-6.xml (2020)
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| 17 |
Negation in Berber: variation, evolution, and typology
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In: ISSN: 0024-3949 ; EISSN: 1613-396X ; Linguistics ; https://hal.archives-ouvertes.fr/hal-01987161 ; Linguistics, De Gruyter, 2020, 58 (4), pp.967-1008 ; DOI: https://doi.org/10.1515/ling-2020-0010 (2020)
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Review: The Mouton Atlas of Languages and Cultures, Gerd Carling (éd. 2019), Berlin : Mouton de Gruyter
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In: The LINGUIST List ; https://hal.archives-ouvertes.fr/hal-02452330 ; 2020 ; http://linguistlist.org/issues/31/31-3838.html (2020)
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| 19 |
Complex adpositions in Europe and beyond: A synthesis
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In: Complex Adpositions in European Languages : A Micro-Typological Approach to Complex Nominal Relators ; https://halshs.archives-ouvertes.fr/halshs-03087874 ; Benjamin Fagard, José Pinto de Lima, Dejan Stosic, Elena Smirnova. Complex Adpositions in European Languages : A Micro-Typological Approach to Complex Nominal Relators, De Gruyter Mouton, pp.473-496, 2020, 978-3-11-068664-7. ⟨10.1515/9783110686647-013⟩ (2020)
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| 20 |
Narrative structures in cross-linguistic perspective: English, Hobongan, and Daqan [Online resource]
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In: International journal of literary linguistics : IJLL 9 (2020) 5, 1-24
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