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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.
研究兴趣
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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