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Bio
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 - check out our latest RelBERT model!), 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.
Research Interests
Papers共 116 篇Author StatisticsCo-AuthorSimilar Experts
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Carla Pérez-Almendros,José Camacho-Collados
International Conference on Computational Linguisticspp.5235-5246, (2024)
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International Conference on Computational Linguisticspp.16890-16896, (2024)
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CoRR (2024): 10058-10072
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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)
CoRR (2024)
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Junho Myung, Nayeon Lee, Yi Zhou,Jiho Jin, Rifki Afina Putri, Dimosthenis Antypas, Hsuvas Borkakoty, Eunsu Kim, Carla Perez-Almendros, Abinew Ali Ayele, Víctor Gutiérrez-Basulto,Yazmín Ibáñez-García,
CoRR (2024)
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CoRR (2024)
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arXiv (Cornell University) (2023)
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Author Statistics
#Papers: 114
#Citation: 4052
H-Index: 29
G-Index: 63
Sociability: 5
Diversity: 0
Activity: 4
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