Sheng Zhang

13 papers A* 2Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2026 — conf
What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects.
EACL (Findings)
Naihao Deng, Sheng Zhang, Henghui Zhu, Shuaichen Chang, Jiani Zhang, Alexander Hanbo Li, Chung-Wei Hang, Hideo Kobayashi, Yiqun Hu, Patrick Ng
2025 J jnl
DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation.
CoRR
He Wang, Alexander Hanbo Li, Yiqun Hu, Sheng Zhang, Hideo Kobayashi, Jiani Zhang, Henry Zhu, Chung-Wei Hang, Patrick Ng
2025 J jnl
Towards Better Understanding Table Instruction Tuning: Decoupling the Effects from Data versus Models.
CoRR
Naihao Deng, Sheng Zhang, Henghui Zhu, Shuaichen Chang, Jiani Zhang, Alexander Hanbo Li, Chung-Wei Hang, Hideo Kobayashi, Yiqun Hu, Patrick Ng
2023 — conf
Benchmarking Diverse-Modal Entity Linking with Generative Models.
ACL (Findings)
Sijia Wang, Alexander Hanbo Li, Henghui Zhu, Sheng Zhang, Pramuditha Perera, Chung-Wei Hang, Jie Ma, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Bing Xiang, Patrick Ng
2023 A* conf
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases.
ICLR
Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Yang Wang, Zhiguo Wang, Bing Xiang
2023 A* conf
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness.
ICLR
Shuaichen Chang, Jun Wang, Mingwen Dong, Lin Pan, Henghui Zhu, Alexander Hanbo Li, Wuwei Lan, Sheng Zhang, Jiarong Jiang, Joseph Lilien, Steve Ash, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Bing Xiang
2023 J jnl
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness.
CoRR
Shuaichen Chang, Jun Wang, Mingwen Dong, Lin Pan, Henghui Zhu, Alexander Hanbo Li, Wuwei Lan, Sheng Zhang, Jiarong Jiang, Joseph Lilien, Steve Ash, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Bing Xiang
2023 — conf
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge.
ACL (Findings)
Xingyu Fu, Sheng Zhang, Gukyeong Kwon, Pramuditha Perera, Henghui Zhu, Yuhao Zhang, Alexander Hanbo Li, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Dan Roth, Bing Xiang
2023 J jnl
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge.
CoRR
Xingyu Fu, Sheng Zhang, Gukyeong Kwon, Pramuditha Perera, Henghui Zhu, Yuhao Zhang, Alexander Hanbo Li, William Yang Wang, Zhiguo Wang, Vittorio Castelli, Patrick Ng, Dan Roth, Bing Xiang
2023 — conf
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing.
ACL (Findings)
Yiqun Hu, Yiyun Zhao, Jiarong Jiang, Wuwei Lan, Henghui Zhu, Anuj Chauhan, Alexander Hanbo Li, Lin Pan, Jun Wang, Chung-Wei Hang, Sheng Zhang, Jiang Guo, Mingwen Dong, Joseph Lilien, Patrick Ng, Zhiguo Wang, Vittorio Castelli, Bing Xiang
2023 J jnl
UNITE: A Unified Benchmark for Text-to-SQL Evaluation.
CoRR
Wuwei Lan, Zhiguo Wang, Anuj Chauhan, Henghui Zhu, Alexander Hanbo Li, Jiang Guo, Sheng Zhang, Chung-Wei Hang, Joseph Lilien, Yiqun Hu, Lin Pan, Mingwen Dong, Jun Wang, Jiarong Jiang, Stephen Ash, Vittorio Castelli, Patrick Ng, Bing Xiang
2022 J jnl
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases.
CoRR
Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Wang, Zhiguo Wang, Bing Xiang
2022 J jnl
REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction.
CoRR
Sheng Zhang, Patrick Ng, Zhiguo Wang, Bing Xiang