REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction. - Sheng Zhang 029; Patrick Ng; Zhiguo Wang; Bing Xiang (CoRR, 2022)

Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge. - Xingyu Fu; Sheng Zhang 029; Gukyeong Kwon; Pramuditha Perera; Henghui Zhu; Yuhao Zhang 004; Alexander Hanbo Li; William Yang Wang; Zhiguo Wang; Vittorio Castelli; Patrick Ng; Dan Roth; et al. (ACL (Findings), 2023)

Importance of Synthesizing High-quality Data for Text-to-SQL Parsing. - Yiqun Hu; Yiyun Zhao; Jiarong Jiang; Wuwei Lan; Henghui Zhu; Anuj Chauhan; Alexander Hanbo Li; Lin Pan 003; Jun Wang 122; Chung-Wei Hang; Sheng Zhang 029; Jiang Guo; et al. (ACL (Findings), 2023)

Benchmarking Diverse-Modal Entity Linking with Generative Models. - Sijia Wang; Alexander Hanbo Li; Henghui Zhu; Sheng Zhang 029; Pramuditha Perera; Chung-Wei Hang; Jie Ma 005; William Yang Wang; Zhiguo Wang; Vittorio Castelli; Bing Xiang; Patrick Ng (ACL (Findings), 2023)

Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness. - Shuaichen Chang; Jun Wang 122; Mingwen Dong; Lin Pan 003; Henghui Zhu; Alexander Hanbo Li; Wuwei Lan; Sheng Zhang 029; Jiarong Jiang; Joseph Lilien; Steve Ash; William Yang Wang; et al. (ICLR, 2023)

DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases. - Donghan Yu; Sheng Zhang 029; Patrick Ng; Henghui Zhu; Alexander Hanbo Li; Jun Wang 122; Yiqun Hu; William Yang Wang; Zhiguo Wang; Bing Xiang (ICLR, 2023)

UNITE: A Unified Benchmark for Text-to-SQL Evaluation. - Wuwei Lan; Zhiguo Wang; Anuj Chauhan; Henghui Zhu; Alexander Hanbo Li; Jiang Guo; Sheng Zhang 029; Chung-Wei Hang; Joseph Lilien; Yiqun Hu; Lin Pan 003; Mingwen Dong; et al. (CoRR, 2023)

Towards Better Understanding Table Instruction Tuning: Decoupling the Effects from Data versus Models. - Naihao Deng; Sheng Zhang 029; Henghui Zhu; Shuaichen Chang; Jiani Zhang 003; Alexander Hanbo Li; Chung-Wei Hang; Hideo Kobayashi; Yiqun Hu; Patrick Ng (CoRR, 2025)

DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation. - He Wang; Alexander Hanbo Li; Yiqun Hu; Sheng Zhang 029; Hideo Kobayashi; Jiani Zhang 003; Henry Zhu; Chung-Wei Hang; Patrick Ng (CoRR, 2025)