基本信息
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职业迁徙
个人简介
I am leading the Deep Learning Group. The group’s mission is to advance the state-of-the-art on deep learning and its application to natural language and image understanding, and for making progress on conversational models and methods. Our research interests are:
Neural language modeling for natural language understanding and generation. Some ongoing projects are MT-DNN, UniLM, DeBERTa, question-answering, long text generation, etc.
Neural symbolic computing. We are developing next-generation architectures to bridge gap between neural and symbolic representations with neural symbols. Some ongoing projects are relational encoding using Tensor-Product Representations, AI for Code, etc.
Vision-language grounding and understanding. Some ongoing projects are vision-language pre-training, OSCAR, VIVO, VinVL, vision language navigation, image editing and generation, image commenting and captioning, etc.
Conversational AI. Some ongoing projects are conversation learner and SOLOIST which enable you to build task-oriented dialog system via machine teaching, ConvLab which is an open-source multi-domain dialog system platform, and response generation for social bots such as Microsoft XiaoIce, etc.
Neural language modeling for natural language understanding and generation. Some ongoing projects are MT-DNN, UniLM, DeBERTa, question-answering, long text generation, etc.
Neural symbolic computing. We are developing next-generation architectures to bridge gap between neural and symbolic representations with neural symbols. Some ongoing projects are relational encoding using Tensor-Product Representations, AI for Code, etc.
Vision-language grounding and understanding. Some ongoing projects are vision-language pre-training, OSCAR, VIVO, VinVL, vision language navigation, image editing and generation, image commenting and captioning, etc.
Conversational AI. Some ongoing projects are conversation learner and SOLOIST which enable you to build task-oriented dialog system via machine teaching, ConvLab which is an open-source multi-domain dialog system platform, and response generation for social bots such as Microsoft XiaoIce, etc.
研究兴趣
论文共 645 篇作者统计合作学者相似作者
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Qiuyuan Huang,Naoki Wake, Bidipta Sarkar,Zane Durante,Ran Gong, Rohan Taori,Yusuke Noda,Demetri Terzopoulos, Noboru Kuno,Ade Famoti, Ashley Llorens, John Langford,
arxiv(2024)
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Zane Durante, Bidipta Sarkar,Ran Gong,Rohan Taori,Yusuke Noda, Paul Tang,Ehsan Adeli, Shrinidhi Kowshika Lakshmikanth, Kevin Schulman, Arnold Milstein,Demetri Terzopoulos, Ade Famoti,
CoRR (2024)
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Transactions of the Association for Computational Linguistics (2024): 247-263
arxiv(2024)
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Yixin Liu,Kai Zhang,Yuan Li,Zhiling Yan, Chujie Gao,Ruoxi Chen,Zhengqing Yuan, Yue Huang, Hanchi Sun,Jianfeng Gao,Lifang He,Lichao Sun
CoRR (2024)
引用13浏览0EI引用
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arxiv(2024)
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Tarun Gupta,Wenbo Gong,Chao Ma,Nick Pawlowski,Agrin Hilmkil, Meyer Scetbon, Ade Famoti, Ashley Juan Llorens,Jianfeng Gao,Stefan Bauer,Danica Kragic,Bernhard Schölkopf,
CoRR (2024)
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