基本信息
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Bio
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.
Research Interests
Papers共 165 篇Author StatisticsCo-AuthorSimilar Experts
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CoRR (2024)
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CoRR (2024)
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Frontiers in psychiatry (2024): 1328122-1328122
biorxiv(2024)
Ariel Goldstein, Avigail Grinstein-Dabush,Mariano Schain, Haocheng Wang,Zhuoqiao Hong,Bobbi Aubrey,Mariano Schain,Samuel A. Nastase,Zaid Zada,Eric Ham,Amir Feder,Harshvardhan Gazula,
arxiv(2024)
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CoRR (2024)
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CoRR (2024)
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AAAI 2024no. 20 (2024): 22712-22712
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