![]() ![]() Dialog and Interactive Systems: ICL-DST (EMNLP Findings 2022), SParC (ACL 2019), CoSQL (EMNLP 2019), NL2Interface (NLVIZ 2022).Efficient and Generalizable Large Language Models: Instructor (ACL Findings 2023), Selective Annotation (ICLR 2023), ZeroGen (EMNLP 2022), GraPPa (ICLR 2021).Executable Language Grounding: Semantic Parsing and Code Generation ( Binder (ICLR 2023), DS-1000 (ICML 2023), Spider (EMNLP 2018), Coder-Reviewer Reranking (ICML 2023), Test Suite Eval (EMNLP 2020)), Structured Knowledge Grounding ( UnifiedSKG (EMNLP 2022)).His research aims to develop and design the next generation of natural language interfaces employing large language models to facilitate human interaction with data analysis, web applications, and robotic instruction through conversation. His main research interest is in Natural Language Processing. Tao has received the Google and Amazon faculty research awards ( Google Research Scholar Award 2023, Amazon Research Award 2022). in Computer Science from Yale University, advised by Dragomir Radev and master's at Columbia University advised by Owen Rambow and Kathleen McKeown. He spent one year in the UW NLP Group working with Noah Smith, Luke Zettlemoyer, and Mari Ostendorf. ![]() Tao Yu is an Assistant Professor of Computer Science at The University of Hong Kong and co-directs the HKU NLP Group. ![]()
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