基本信息
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Bio
My research aims to build natural language interface to structured knowledge sources, such as databases, knowledge graphs and web tables. I’m interested primarily in tasks that involve text generation from data (Data-to-Text) or extracting structured data from texts (Text-to-Data) in QA or dialogue settings. For data-to-text, I’m interested in converting natural language to formal language for querying structured knowledge (Semantic Parsing), building systems that can perform reasoning and generate faithful sentences, and designing evaluation metrics (Fact Verification). For text-to-data, I’m interested Open Information Extraction and Coreference Resolution.
Research Interests
Papers共 22 篇Author StatisticsCo-AuthorSimilar Experts
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Simeng Han,Hailey Schoelkopf,Yilun Zhao,Zhenting Qi,Martin Riddell, Wenfei Zhou, James Coady, David Peng,Yujie Qiao, Luke Benson, Lucy Sun, Alexander Wardle-Solano, Hannah Szabó,Ekaterina Zubova,Matthew Burtell, Jonathan Fan,Yixin Liu, Brian Wong, Malcolm Sailor,Ansong Ni,Linyong Nan,Jungo Kasai,Tao Yu,Rui Zhang,Alexander Fabbri,Wojciech Maciej Kryscinski,Semih Yavuz,Ye Liu,Xi Victoria Lin,Shafiq Joty,Yingbo Zhou,Caiming Xiong,Rex Ying,Arman Cohan,Dragomir Radev
Conference on Empirical Methods in Natural Language Processingpp.22017-22031, (2024)
Haowei Zhang, Shengyun Si,Yilun Zhao, Lujing Xie, Zhijian Xu, Lyuhao Chen,Linyong Nan, Pengcheng Wang, Xiangru Tang,Arman Cohan
EMNLP 2024 (2024): 259-269
Yilun Zhao, Yitao Long, Hongjun Liu,Ryo Kamoi,Linyong Nan,Lyuhao Chen,Yixin Liu,Xiangru Tang,Rui Zhang,Arman Cohan
ACL (1)pp.16103-16120, (2024)
EMNLP 2024 (2024): 1001-1015
NAACL-HLT (Findings)pp.4556-4579, (2024)
PROCEEDINGS OF THE 61ST ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, ACL-DEMO 2023, VOL 3pp.336-347, (2023)
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Author Statistics
#Papers: 22
#Citation: 341
H-Index: 8
G-Index: 16
Sociability: 4
Diversity: 1
Activity: 45
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