基本信息
浏览量:34
职业迁徙
个人简介
Research
I am interested in natural language processing. My long-term research goal is to build a system that can ground and reason over world knowledge to interact with a human. Motivated by this goal, I am mainly interested in following topics (no particular order):
Language Reasoning: How do we develop models that are robust to dataset biases, and can perform different tasks using human-like reasoning skills?
Controllable Text Generation: How we develop more robust metrics to evaluate the generated text? How do we develop text generation models that are more faithful, creative, robust, and controllable?
Analysis of Large Language Models: How do we extend LLM capabilities to new domains and tasks?
I am interested in natural language processing. My long-term research goal is to build a system that can ground and reason over world knowledge to interact with a human. Motivated by this goal, I am mainly interested in following topics (no particular order):
Language Reasoning: How do we develop models that are robust to dataset biases, and can perform different tasks using human-like reasoning skills?
Controllable Text Generation: How we develop more robust metrics to evaluate the generated text? How do we develop text generation models that are more faithful, creative, robust, and controllable?
Analysis of Large Language Models: How do we extend LLM capabilities to new domains and tasks?
研究兴趣
论文共 34 篇作者统计合作学者相似作者
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Chunyuan Deng, Xiangru Tang,Yilun Zhao, Hanming Wang, Haoran Wang,Wangchunshu Zhou,Arman Cohan, Mark Gerstein
arxiv(2024)
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Ryo Kamoi,Sarkar Snigdha Sarathi Das,Renze Lou, Jihyun Janice Ahn,Yilun Zhao, Xiaoxin Lu, Nan Zhang,Yusen Zhang,Ranran Haoran Zhang, Sujeeth Reddy Vummanthala, Salika Dave, Shaobo Qin,
arxiv(2024)
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Xiangru Tang,Qiao Jin,Kunlun Zhu, Tongxin Yuan, Yichi Zhang,Wangchunshu Zhou, Meng Qu,Yilun Zhao,Jian Tang,Zhuosheng Zhang,Arman Cohan, Zhiyong Lu,
CoRR (2024)
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Yuliang Liu,Xiangru Tang,Zefan Cai, Junjie Lu,Yichi Zhang, Yanjun Shao,Zexuan Deng, Helan Hu, Kaikai An, Ruijun Huang,Shuzheng Si, Sheng Chen,
arxiv(2023)
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Y. Liu,Xiangru Tang, Zerong Cai, Jiangang Lu,Yichi Zhang, Yina Shao,Zexuan Deng, He Hu, Zhaoming Yang,Kaikai An, Ruilin Huang,Shuzheng Si,
arXiv (Cornell University) (2023)
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Ansong Ni,Pengcheng Yin,Yilun Zhao, Martin Riddell,Troy Feng, Rui Shen, Stephen Yin,Ye Liu,Semih Yavuz,Caiming Xiong,Shafiq Joty,Yingbo Zhou,
CoRR (2023)
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arxiv(2023)
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arXiv (Cornell University) (2023)
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