Alexander Hanbo Li

36 papers A* 5A 1Misc 1Journal 20Unranked 9

Year	Rank	Type	Title / 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`	ATTS: Asynchronous Test-Time Scaling via Conformal Prediction. CoRR Jing Xiong, Qiujiang Chen, Fanghua Ye, Zhongwei Wan, Chuanyang Zheng, Chenyang Zhao, Hui Shen, Alexander Hanbo Li, Chaofan Tao, Haochen Tan, Haoli Bai, Lifeng Shang, Lingpeng Kong, Ngai Wong
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	J	`jnl`	Benchmarking Diverse-Modal Entity Linking with Generative Models. CoRR Sijia Wang, Alexander Hanbo Li, Henry Zhu, Sheng Zhang, Chung-Wei Hang, Pramuditha Perera, Jie Ma, William 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`	Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning. ACL (1) Alexander Hanbo Li, Mingyue Shang, Evangelia Spiliopoulou, Jie Ma, Patrick Ng, Zhiguo Wang, Bonan Min, William Yang Wang, Kathleen R. McKeown, Vittorio Castelli, Dan Roth, Bing Xiang
2023	J	`jnl`	Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning. CoRR Alexander Hanbo Li, Mingyue Shang, Evangelia Spiliopoulou, Jie Ma, Patrick Ng, Zhiguo Wang, Bonan Min, William Wang, Kathleen R. McKeown, Vittorio Castelli, Dan Roth, 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	A*	`conf`	Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering. AAAI Peng Shi, Patrick Ng, Feng Nan, Henghui Zhu, Jun Wang, Jiarong Jiang, Alexander Hanbo Li, Rishav Chakravarti, Donald Weidner, Bing Xiang, Zhiguo Wang
2022	J	`jnl`	Importance of Synthesizing High-quality Data for Text-to-SQL Parsing. CoRR Yiyun Zhao, Jiarong Jiang, Yiqun Hu, Wuwei Lan, Henry Zhu, Anuj Chauhan, Alexander Hanbo Li, Lin Pan, Jun Wang, Chung-Wei Hang, Sheng Zhang, Marvin Dong, Joe Lilien, Patrick Ng, Zhiguo Wang, Vittorio Castelli, Bing Xiang
2022	—	`conf`	Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding. EMNLP (Industry Track) Jun Wang, Patrick Ng, Alexander Hanbo Li, Jiarong Jiang, Zhiguo Wang, Bing Xiang, Ramesh Nallapati, Sudipta Sengupta
2022	J	`jnl`	Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding. CoRR Jun Wang, Patrick Ng, Alexander Hanbo Li, Jiarong Jiang, Zhiguo Wang, Ramesh Nallapati, Bing Xiang, Sudipta Sengupta
2021	—	`conf`	Contextual Rephrase Detection for Reducing Friction in Dialogue Systems. EMNLP (1) Zhuoyi Wang, Saurabh Gupta, Jie Hao, Xing Fan, Dingcheng Li, Alexander Hanbo Li, Chenlei Guo
2021	—	`conf`	Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering. ACL/IJCNLP (1) Alexander Hanbo Li, Patrick Ng, Peng Xu, Henghui Zhu, Zhiguo Wang, Bing Xiang
2021	J	`jnl`	Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering. CoRR Alexander Hanbo Li, Patrick Ng, Peng Xu, Henghui Zhu, Zhiguo Wang, Bing Xiang
2021	A*	`conf`	Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training. AAAI Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cícero Nogueira dos Santos, Bing Xiang
2021	—	`conf`	Learning to Selectively Learn for Weakly-supervised Paraphrase Generation. EMNLP (1) Kaize Ding, Dingcheng Li, Alexander Hanbo Li, Xing Fan, Chenlei Guo, Yang Liu, Huan Liu
2021	J	`jnl`	Learning to Selectively Learn for Weakly-supervised Paraphrase Generation. CoRR Kaize Ding, Dingcheng Li, Alexander Hanbo Li, Xing Fan, Chenlei Guo, Yang Liu, Huan Liu
2020	A	`conf`	Censored Quantile Regression Forest. AISTATS Alexander Hanbo Li, Jelena Bradic
2020	J	`jnl`	Censored Quantile Regression Forest. CoRR Alexander Hanbo Li, Jelena Bradic
2020	J	`jnl`	Decomposed Adversarial Learned Inference. CoRR Alexander Hanbo Li, Yaqing Wang, Changyou Chen, Jing Gao
2020	J	`jnl`	Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training. CoRR Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cícero Nogueira dos Santos, Bing Xiang
2020	Misc	`conf`	Semi-Supervised Learning for Text Classification by Layer Partitioning. ICASSP Alexander Hanbo Li, Abhinav Sethy
2019	J	`jnl`	Censored Quantile Regression Forests. CoRR Alexander Hanbo Li, Jelena Bradic
2019	J	`jnl`	Knowledge Enhanced Attention for Robust Natural Language Inference. CoRR Alexander Hanbo Li, Abhinav Sethy
2019	J	`jnl`	Semi-Supervised Learning for Text Classification by Layer Partitioning. CoRR Alexander Hanbo Li, Abhinav Sethy
2017	A*	`conf`	Forest-type Regression with General Losses and Robust Forest. ICML Alexander Hanbo Li, Andrew Martin
2015	J	`jnl`	Boosting in the presence of outliers: adaptive classification with non-convex loss functions. CoRR Alexander Hanbo Li, Jelena Bradic