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Domestication and foreignization in interlingual subtitling: A systematic review of contemporary research
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In: Translation and Interpreting : the International Journal of Translation and Interpreting Research, Vol 14, Iss 1, Pp 198-213 (2022) (2022)
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42 |
Encoding transfer of possession events
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In: Proceedings of the Linguistic Society of America; Vol 7, No 1 (2022): Proceedings of the Linguistic Society of America; 5290 ; 2473-8689 (2022)
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Some remarks on the history of transfer in language studies
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In: Proceedings of the Linguistic Society of America; Vol 7, No 1 (2022): Proceedings of the Linguistic Society of America; 5206 ; 2473-8689 (2022)
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FaceTuneGAN: Face Autoencoder for Convolutional Expression Transfer Using Neural Generative Adversarial Networks
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In: https://hal.inria.fr/hal-03462778 ; 2021 (2021)
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45 |
The Value and Use of the Telugu Language in Young Adults of Telugu-Speaking Backgrounds in New Zealand
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46 |
The French ditransitive transfer construction and the complementarity between the meta-predicates GIVE, TAKE, KEEP, LEAVE: The hypothesis of a grammatical enantiosemy
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In: The Polysemy of GIVE in ten Languages: from Lexicalization to Grammaticalization ; https://hal.archives-ouvertes.fr/hal-03154428 ; The Polysemy of GIVE in ten Languages: from Lexicalization to Grammaticalization, 2021 (2021)
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Phylogenetic Perspectives on the Relative Importance of Identity by Descent versus Borrowing in the Lexica of Altaic Languages
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In: https://hal.archives-ouvertes.fr/hal-03241668 ; 2021 (2021)
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48 |
Spectral Emissivity of Phonolite Lava at High Temperature
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In: ISSN: 0196-2892 ; IEEE Transactions on Geoscience and Remote Sensing ; https://hal-insu.archives-ouvertes.fr/insu-03433900 ; IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2021, Accepted Manuscript, pp.1-15. ⟨10.1109/TGRS.2021.3104657⟩ (2021)
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49 |
Cross-lingual Representation Learning for Natural Language Processing
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Abstract:
In the modern era of deep learning, developing natural language processing (NLP) systems require large-scale annotated data. However, it is unfortunate that most large-scale labeled datasets are only available in a handful of languages; for the vast majority of languages, either a few or no annotations are available to empower automated NLP applications. Hence, one of the focuses of cross-lingual NLP research is to develop computational approaches by leveraging resource-rich language corpora and utilize them in low-resource language applications via transferable representation learning.Cross-lingual representation learning has emerged as an indispensable ingredient for cross-lingual natural language understanding that learns to embed notions, such as meanings of words, how the words are combined to form a concept, etc., in shared representation space. In recent years, cross-lingual representation learning and transfer learning together have redefined low-resource NLP and enabled us to build models for a broad spectrum of languages.This dissertation discusses the fundamental challenges and proposes several approaches for cross-lingual representation learning that (1) utilize universal syntactic dependencies to bridge the typological differences across languages and (2) effectively use unlabeled resources to learn robust and generalizable representations. The proposed approaches in this dissertation effectively transfer across a wide range of languages across different NLP applications, including dependency parsing, named entity recognition, text classification, question answering, and more.
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Keyword:
Computer science; Cross-lingual representation learning; Cross-lingual transfer learning; Low-resource natural language processing
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URL: https://escholarship.org/uc/item/6v66v3m8
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50 |
Science research writing: for native and non-native speakers of English
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51 |
Hate speech and offensive language detection using transfer learning approaches ; Détection du discours de haine et du langage offensant utilisant des approches de Transfer Learning
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In: https://tel.archives-ouvertes.fr/tel-03276023 ; Document and Text Processing. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAS007⟩ (2021)
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52 |
Fostering teacher language awareness in a primary English-language immersion school in France: supporting teachers on the road to engaging students’ bilingual competencies
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In: ISSN: 0965-8416 ; Language Awareness ; https://hal.univ-lorraine.fr/hal-03573322 ; In press (2021)
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53 |
Investigating data sharing in speech recognition for an underresourced language: the case of algerian dialect
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In: 7th International Conference on Natural Language Processing - NATP 2021 ; https://hal.archives-ouvertes.fr/hal-03137048 ; 7th International Conference on Natural Language Processing - NATP 2021, Mar 2021, Vienna, Austria (2021)
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54 |
ARTIFICIAL LANGUAGE TASKS AS A MEASURE TO ASSESS BILINGUALS' LEARNING SKILLS IN THIRD OR ADDITIONAL LANGUAGE ACQUISITION: THE CASE OF LLAMA_F
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In: MOOCs, Language learning and mobility, design, integration, reuse ; https://hal.archives-ouvertes.fr/hal-03216321 ; MOOCs, Language learning and mobility, design, integration, reuse, Apr 2021, Online Conference, Italy (2021)
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55 |
Germanistik - eine interkulturelle Wissenschaft?
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In: https://hal-amu.archives-ouvertes.fr/hal-03226338 ; Nicole Colin, Rolf Parr, Catherine Teissier, Joachim Umlauf. Synchron Wissenschaftsverlag der Autoren, 2021, 978-3-947960-07-1 ; https://www.synchron-publishers.com/texte/14-amsterdam/1413germanistik-t.html (2021)
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Near and far transfer: Is music special?
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In: Memory and Cognition ; https://hal.archives-ouvertes.fr/hal-03384381 ; Memory and Cognition, 2021, ⟨10.3758/s13421-021-01226-6⟩ (2021)
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“Working with …” in a primary English-language immersion school in France: opening doors to cross-linguistic transfer and engaging bilingual competencies
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In: 9ème Congrès EDILIC Approches plurielles, compétences plurilingues, appropriations langagières : l’apprenant.e au centre des réalités éducatives ; https://hal.univ-lorraine.fr/hal-03363267 ; 9ème Congrès EDILIC Approches plurielles, compétences plurilingues, appropriations langagières : l’apprenant.e au centre des réalités éducatives, EDILIC, Jul 2021, Thessalonique, Greece ; https://congresedilic2021.web.auth.gr/ (2021)
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End-to-end acoustic modelling for phone recognition of young readers
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In: ISSN: 0167-6393 ; EISSN: 1872-7182 ; Speech Communication ; https://hal.archives-ouvertes.fr/hal-03373156 ; Speech Communication, Elsevier : North-Holland, 2021, 134, pp.71-84. ⟨10.1016/j.specom.2021.08.003⟩ ; https://www.sciencedirect.com/science/article/pii/S0167639321000959?via%3Dihub (2021)
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Automated audio captioning by fine-tuning bart with audioset tags
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In: DCASE 2021 - 6th Workshop on Detection and Classification of Acoustic Scenes and Events ; https://hal.inria.fr/hal-03522488 ; DCASE 2021 - 6th Workshop on Detection and Classification of Acoustic Scenes and Events, Nov 2021, Virtual, Spain (2021)
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Правовая природа передачи коносамента третьему лицу ... : Legal Nature of Transferring a Bill of Lading to a Third Party ...
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