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Terminology acquisition methods in Arabic : Application in the medical domain ; Méthodes d'acquisition terminologique en arabe : Application au domaine médical
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In: https://tel.archives-ouvertes.fr/tel-02326714 ; Informatique et langage [cs.CL]. Université Paris Saclay (COmUE); Université de Sfax (Tunisie). Faculté des Sciences économiques et de gestion, 2019. Français. ⟨NNT : 2019SACLS085⟩ (2019)
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Adaptation of Cross-Lingual Transfer Methods for the Building of Medical Terminology in Ukrainian
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In: CICLING 2016 ; https://hal.archives-ouvertes.fr/hal-01426807 ; CICLING 2016, Apr 2016, Konya, Turkey (2016)
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Cross-lingual alignment transfer: a chicken-and-egg story?
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In: Workshop on Multilingual and Cross-lingual Methods in NLP ; https://hal.archives-ouvertes.fr/hal-01622815 ; Workshop on Multilingual and Cross-lingual Methods in NLP , Jun 2016, San Diego, CA, United States. pp.35-44, ⟨10.18653/v1/W16-1205⟩ ; https://aclanthology.coli.uni-saarland.de/volumes/proceedings-of-the-workshop-on-multilingual-and-cross-lingual-methods-in-nlp (2016)
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Cross-lingual Dependency Transfer : What Matters? Assessing the Impact of Pre- and Post-processing
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In: Workshop on Multilingual and Cross-lingual Methods in NLP ; https://hal.archives-ouvertes.fr/hal-01961510 ; Workshop on Multilingual and Cross-lingual Methods in NLP, Jun 2016, San Diego, United States. pp.20 - 29, ⟨10.18653/v1/W16-1203⟩ (2016)
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Reassessing the value of resources for cross-lingual transfer of POS tagging models
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In: ISSN: 1574-020X ; EISSN: 1574-0218 ; Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-01620904 ; Language Resources and Evaluation, Springer Verlag, 2016, 50, pp.1-34. ⟨10.1007/s10579-016-9362-7⟩ (2016)
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Abstract:
International audience ; When linguistically annotated data is scarce, as is the case for many under-resourced languages, one has to resort to less complete forms of annotations obtained from crawled dictionaries and/or through cross-lingual transfer. Several recent works have shown that learning from such partially supervised data can be effective in many practical situations. In this work, we review two existing proposals for learning with ambiguous labels which extend conventional learners to the weakly supervised setting: a history-based model using a variant of the perceptron, on the one hand; an extension of the Conditional Random Fields model on the other hand. Focusing on the part-of-speech tagging task, but considering a large set of ten languages, we show (a) that good performance can be achieved even in the presence of ambiguity, provided however that both monolingual and bilingual resources are available; (b) that our two learners exploit different characteristics of the training set, and are successful in different situations; (c) that in addition to the choice of an adequate learning algorithm, many other factors are critical for achieving good performance in a cross-lingual transfer setting.
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Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO]Computer Science [cs]; Cross-Lingual Transfer; Part-of-Speech Tagging
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URL: https://hal.archives-ouvertes.fr/hal-01620904
https://doi.org/10.1007/s10579-016-9362-7
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Falling yes/no questions in Corsican French and Corsican: evidence for a prosodic transfer
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In: Prosody and languages in contact. L2 acquisition, attrition, languages in multilingual situations ; https://hal.archives-ouvertes.fr/hal-01236022 ; É. Delais-Roussarie, M. Avanzi, S. Herment. Prosody and languages in contact. L2 acquisition, attrition, languages in multilingual situations, Springer Verlag, Berlin, Chap. 6 ; p. 101-122., 2015, 978-3-662-45167-0 (2015)
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Acquisition of Medical Terminology for Ukrainian from Parallel Corpora and Wikipedia
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In: International Conference on Terminology and Artificial Intelligence ; https://hal.archives-ouvertes.fr/hal-01972746 ; International Conference on Terminology and Artificial Intelligence, Pamela Faber and Thierry Poibeau, Jan 2015, Granada, Spain (2015)
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Cross-lingual Word Sense Disambiguation for Predicate Labelling of French
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In: Conférence sur le Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-01838558 ; Conférence sur le Traitement Automatique des Langues Naturelles, Jan 2014, Marseille, France (2014)
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Global methods for cross-lingual semantic role and predicate labelling
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In: International Conference on Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01838563 ; International Conference on Computational Linguistics, Jan 2014, Dublin, Ireland (2014)
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