基本信息
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职业迁徙
个人简介
I am working on Natural Language Processing (NLP). I am interested in language learning in its context and design models that integrate domain and world knowledge with data-driven methods. I have hence worked on problems such as domain adaptation, learning with minimal human annotation (and involvement), language transfer and multilingual learning, multi-modal (text and vision) processing and NLP of Web data. I am interested in structured aspects of language and have developed effective algorithms for inference across linguistic structures. Finally, I am interested in proper evaluation of NLP algorithms and have worked on problems such as measuring statistical significance in NLP, word embedding evaluation and unsupervised learning (particularly clustering) evaluation.
研究兴趣
论文共 161 篇作者统计合作学者相似作者
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CoRR (2024)
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CoRR (2024)
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biorxiv(2024)
Wout Schellaert, Fernando Martínez-Plumed,Karina Vold,John Burden, Pablo A. M. Casares,Bao Sheng Loe,Roi Reichart, Sean Ó HÉigeartaigh,Anna Korhonen,José Hernández-Orallo
Proceedings of the AAAI Conference on Artificial Intelligenceno. 20 (2024): 22712-22712
crossref(2024)
CoRR (2023)
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arXiv (Cornell University) (2023)
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Nitay Calderon, Naveh Porat,Eyal Ben-David, Alexander Chapanin,Zorik Gekhman,Nadav Oved, Vitaly Shalumov,Roi Reichart
CoRR (2023)
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CoRR (2023)
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EMNLP 2023 (2023): 9096-9113
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