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1
Imputing Out-of-Vocabulary Embeddings with LOVE Makes Language Models Robust with Little Cost
In: ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03613101 ; ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, May 2022, Dublin, Ireland (2022)
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Imputing out-of-vocabulary embeddings with LOVE makes language models robust with little cost
In: ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03613101 ; ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, May 2022, Dublin, Ireland (2022)
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3
The Vagueness of Vagueness in Noun Phrases
In: International Conference on Automated Knowledge Base Construction (AKBC) ; https://hal-imt.archives-ouvertes.fr/hal-03344675 ; International Conference on Automated Knowledge Base Construction (AKBC), 2021, online, United States (2021)
Abstract: International audience ; Natural language text has a great potential to feed knowledge bases. However, natural language is not always precise-and sometimes intentionally so. In this position paper, we study vagueness in noun phrases. We manually analyze the frequency of vague noun phrases in a Wikipedia corpus, and find that 1/4 of noun phrases exhibit some form of vagueness. We report on their nature and propose a categorization. We then conduct a literature review and present different definitions of vagueness, and different existing methods to deal with the detection and modeling of vagueness. We find that, despite its frequency, vagueness has not yet be addressed in its entirety.
Keyword: [INFO.INFO-DB]Computer Science [cs]/Databases [cs.DB]; [INFO.INFO-WB]Computer Science [cs]/Web
URL: https://hal-imt.archives-ouvertes.fr/hal-03344675/document
https://hal-imt.archives-ouvertes.fr/hal-03344675
https://hal-imt.archives-ouvertes.fr/hal-03344675/file/akbc-2021-vagueness.pdf
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4
Platypus – A Multilingual Question Answering Platform for Wikidata
In: https://hal.archives-ouvertes.fr/hal-01730479 ; [Technical Report] LIP - ENS Lyon. 2018 (2018)
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5
Demoing Platypus – A Multilingual Question Answering Platform for Wikidata
In: ESWC 2018 - Extended Semantic Web Conference ; https://hal.archives-ouvertes.fr/hal-01824972 ; ESWC 2018 - Extended Semantic Web Conference, Jun 2018, Heracklion, Greece. pp.1-5, ⟨10.1007/978-3-319-98192-5_21⟩ (2018)
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6
Big Data Methods for Computational Linguistics
In: ISSN: 1053-1238 ; Bulletin of the Technical Committee on Data Engineering ; https://hal.archives-ouvertes.fr/hal-01122699 ; Bulletin of the Technical Committee on Data Engineering, IEEE Computer Society, 2012, pp.10 (2012)
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