Alexander Hanbo Li

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 32

Top Topics

Text Generation

Quantile Regression

Question Answering

Supervised Learning

Top Venues

Publications

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
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning. CoRR (2023)
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
Benchmarking Diverse-Modal Entity Linking with Generative Models. CoRR (2023)
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
UNITE: A Unified Benchmark for Text-to-SQL Evaluation. CoRR (2023)
Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Yang Wang, Zhiguo Wang, Bing Xiang
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases. ICLR (2023)
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
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge. CoRR (2023)
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
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing. ACL (Findings) (2023)
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
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning. ACL (1) (2023)
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
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness. ICLR (2023)
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
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge. ACL (Findings) (2023)
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
Benchmarking Diverse-Modal Entity Linking with Generative Models. ACL (Findings) (2023)
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
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness. CoRR (2023)
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
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing. CoRR (2022)
Jun Wang, Patrick Ng, Alexander Hanbo Li, Jiarong Jiang, Zhiguo Wang, Bing Xiang, Ramesh Nallapati, Sudipta Sengupta
Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding. EMNLP (Industry Track) (2022)
Peng Shi, Patrick Ng, Feng Nan, Henghui Zhu, Jun Wang, Jiarong Jiang, Alexander Hanbo Li, Rishav Chakravarti, Donald Weidner, Bing Xiang, Zhiguo Wang
Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering. AAAI (2022)
Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Wang, Zhiguo Wang, Bing Xiang
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases. CoRR (2022)
Jun Wang, Patrick Ng, Alexander Hanbo Li, Jiarong Jiang, Zhiguo Wang, Ramesh Nallapati, Bing Xiang, Sudipta Sengupta
Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding. CoRR (2022)
Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cícero Nogueira dos Santos, Bing Xiang
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training. AAAI (2021)
Kaize Ding, Dingcheng Li, Alexander Hanbo Li, Xing Fan, Chenlei Guo, Yang Liu, Huan Liu
Learning to Selectively Learn for Weakly-supervised Paraphrase Generation. EMNLP (1) (2021)
Zhuoyi Wang, Saurabh Gupta, Jie Hao, Xing Fan, Dingcheng Li, Alexander Hanbo Li, Chenlei Guo
Contextual Rephrase Detection for Reducing Friction in Dialogue Systems. EMNLP (1) (2021)
Kaize Ding, Dingcheng Li, Alexander Hanbo Li, Xing Fan, Chenlei Guo, Yang Liu, Huan Liu
Learning to Selectively Learn for Weakly-supervised Paraphrase Generation. CoRR (2021)
Alexander Hanbo Li, Patrick Ng, Peng Xu, Henghui Zhu, Zhiguo Wang, Bing Xiang
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering. ACL/IJCNLP (1) (2021)
Alexander Hanbo Li, Patrick Ng, Peng Xu, Henghui Zhu, Zhiguo Wang, Bing Xiang
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering. CoRR (2021)
Alexander Hanbo Li, Yaqing Wang, Changyou Chen, Jing Gao
Decomposed Adversarial Learned Inference. CoRR (2020)
Alexander Hanbo Li, Jelena Bradic
Censored Quantile Regression Forest. AISTATS (2020)
Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cícero Nogueira dos Santos, Bing Xiang
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training. CoRR (2020)
Alexander Hanbo Li, Jelena Bradic
Censored Quantile Regression Forest. CoRR (2020)
Alexander Hanbo Li, Abhinav Sethy
Semi-Supervised Learning for Text Classification by Layer Partitioning. ICASSP (2020)
Alexander Hanbo Li, Abhinav Sethy
Knowledge Enhanced Attention for Robust Natural Language Inference. CoRR (2019)
Alexander Hanbo Li, Abhinav Sethy
Semi-Supervised Learning for Text Classification by Layer Partitioning. CoRR (2019)
Alexander Hanbo Li, Jelena Bradic
Censored Quantile Regression Forests. CoRR (2019)
Alexander Hanbo Li, Andrew Martin
Forest-type Regression with General Losses and Robust Forest. ICML (2017)
Alexander Hanbo Li, Jelena Bradic
Boosting in the presence of outliers: adaptive classification with non-convex loss functions. CoRR (2015)