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个人简介
I work on various topics in Natural Language Processing (NLP), mainly on the lexical and distributional semantics areas. In this area I've recently written a book (titled Embeddings in NLP) with Taher Pilehvar that can give an overview of the recent trends in distributional semantics and NLP. These last years I have been particularly interested on how relational knowledge is captured in current NLP models (embeddings/language models), and how this plays a role in applications. During my PhD I've also worked on integrating explicit knowledge (mainly from lexical resources) into downstream NLP applications, with a special focus on multilinguality and ambiguity. To this end, I have been collaborating on the BabelNet project and developing knowledge-based sense vector representations (e.g. NASARI and SW2V) to be used as a bridge between lexical resources and text-based applications. We have organized a tutorial at ACL 2016 and a workshop at EACL 2017 on this topic, and a tutorial at NAACL 2018 on the interplay between lexical resources and NLP.
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论文共 107 篇作者统计合作学者相似作者
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Elise Koch,Antonio F. Pardiñas, Kevin S. O’Connell,Pierluigi Selvaggi,José Camacho Collados, Aleksandar Babic, Serena E. Marshall, Erik Van der Eycken, Cecilia Angulo,Yi Lu,Patrick F. Sullivan,Anders M. Dale,
Biological psychiatry (2024)
Jesús Gómez, Alberto Matilla-Molina, Ma. Pilar Amado,Dimosthenis Antypas,Jose Camacho-Collados, Carlos J. Máñez, Tomás Fernández-Villazala, Alicia Méndez-Sanchís, Javier López
Advances in Media, Entertainment, and the Arts News Media and Hate Speech Promotion in Mediterranean Countriespp.81-109, (2023)
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CoRR (2023): 6581-6590
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Conference of the European Chapter of the Association for Computational Linguistics (2023): 2473-2486
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