Patrick Ng

64 papers A* 5A 1C 1Misc 1Journal 35Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Sight to Insight: Improving Visual Reasoning Capabilities of Multimodal Models via Reinforcement Learning.
CoRR
Omar Sharif, Eftekhar Hossain, Patrick Ng
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
CoddLLM: Empowering Large Language Models for Data Analytics.
CoRR
Jiani Zhang, Hengrui Zhang, Rishav Chakravarti, Yiqun Hu, Patrick Ng, Asterios Katsifodimos, Huzefa Rangwala, George Karypis, Alon Y. Halevy
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 — conf
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries.
NAACL (Long Papers)
Mingwen Dong, Nischal Ashok Kumar, Yiqun Hu, Anuj Chauhan, Chung-Wei Hang, Shuaichen Chang, Lin Pan, Wuwei Lan, Henghui Zhu, Jiarong Jiang, Patrick Ng, Zhiguo Wang
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
2025 — conf
You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL.
NAACL (Long Papers)
Hideo Kobayashi, Wuwei Lan, Peng Shi, Shuaichen Chang, Jiang Guo, Henghui Zhu, Zhiguo Wang, Patrick Ng
2024 J jnl
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries.
CoRR
Mingwen Dong, Nischal Ashok Kumar, Yiqun Hu, Anuj Chauhan, Chung-Wei Hang, Shuaichen Chang, Lin Pan, Wuwei Lan, Henghui Zhu, Jiarong Jiang, Patrick Ng, Zhiguo Wang
2024 — conf
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks.
ACL (Findings)
Wenyue Hua, Jiang Guo, Mingwen Dong, Henghui Zhu, Patrick Ng, Zhiguo Wang
2024 J jnl
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks.
CoRR
Wenyue Hua, Jiang Guo, Mingwen Dong, Henghui Zhu, Patrick Ng, Zhiguo Wang
2024 J jnl
Towards a Holistic Evaluation of LLMs on Factual Knowledge Recall.
CoRR
Jiaqing Yuan, Lin Pan, Chung-Wei Hang, Jiang Guo, Jiarong Jiang, Bonan Min, Patrick Ng, Zhiguo Wang
2024 J jnl
You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL.
CoRR
Hideo Kobayashi, Wuwei Lan, Peng Shi, Shuaichen Chang, Jiang Guo, Henghui Zhu, Zhiguo Wang, 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 — conf
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations.
ACL (Findings)
Jifan Chen, Yuhao Zhang, Lan Liu, Rui Dong, Xinchi Chen, Patrick Ng, William Yang Wang, Zhiheng Huang
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 J jnl
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations.
CoRR
Jifan Chen, Yuhao Zhang, Lan Liu, Rui Dong, Xinchi Chen, Patrick Ng, William Yang Wang, Zhiheng Huang
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
2022 J jnl
REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction.
CoRR
Sheng Zhang, Patrick Ng, Zhiguo Wang, Bing Xiang
2021 — conf
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction.
ACL/IJCNLP (1)
Yifan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
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 J jnl
End-to-End Cross-Domain Text-to-SQL Semantic Parsing with Auxiliary Task.
CoRR
Peng Shi, Tao Yu, Patrick Ng, Zhiguo Wang
2021 — conf
Generative Context Pair Selection for Multi-hop Question Answering.
EMNLP (1)
Dheeru Dua, Cícero Nogueira dos Santos, Patrick Ng, Ben Athiwaratkun, Bing Xiang, Matt Gardner, Sameer Singh
2021 J jnl
Generative Context Pair Selection for Multi-hop Question Answering.
CoRR
Dheeru Dua, Cícero Nogueira dos Santos, Patrick Ng, Ben Athiwaratkun, Bing Xiang, Matt Gardner, Sameer Singh
2021 — conf
Improving Factual Consistency of Abstractive Summarization via Question Answering.
ACL/IJCNLP (1)
Feng Nan, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen R. McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang
2021 J jnl
Improving Factual Consistency of Abstractive Summarization via Question Answering.
CoRR
Feng Nan, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen R. McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, 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 A conf
Retrieval, Re-ranking and Multi-task Learning for Knowledge-Base Question Answering.
EACL
Zhiguo Wang, Patrick Ng, Ramesh Nallapati, Bing Xiang
2020 J jnl
Alliance of Genome Resources Portal: unified model organism research platform.
Nucleic Acids Res.
Julie Agapite, Laurent-Philippe Albou, Suzi A. Aleksander, Joanna Argasinska, Valerio Arnaboldi, Helen Attrill, Susan M. Bello, Judith A. Blake, Olin Blodgett, Yvonne M. Bradford, Carol J. Bult, Scott Cain, Brian R. Calvi, Seth Carbon, Juancarlos Chan, Wen J. Chen, J. Michael Cherry, Jae-Hyoung Cho, Karen R. Christie, Madeline A. Crosby, Jeff de Pons, Mary E. Dolan, Gilberto dos Santos, Barbara Dunn, Nathan A. Dunn, Anne E. Eagle, Dustin Ebert, Stacia R. Engel, David Fashena, Ken Frazer, Sibyl Gao, Felix Gondwe, Joshua L. Goodman, L. Sian Gramates, Christian A. Grove, Todd W. Harris, Marie-Claire Harrison, Douglas G. Howe, Kevin L. Howe, Sagar Jha, James A. Kadin, Thomas C. Kaufman, Patrick Kalita, Kalpana Karra, Ranjana Kishore, Stanley J. F. Laulederkind, Raymond Y. N. Lee, Kevin A. MacPherson, Steven J. Marygold, Beverley Matthews, Gillian H. Millburn, Stuart R. Miyasato, Sierra A. T. Moxon, Hans-Michael Müller, Christopher J. Mungall, Anushya Muruganujan, Tremayne Mushayahama, Robert S. Nash, Patrick Ng, Michael Paulini, Norbert Perrimon, Christian Pich, Daniela Raciti, Joel E. Richardson, Matthew Russell, Susan Russo Gelbart, Leyla Ruzicka, Kevin Schaper, Mary Shimoyama, Matt Simison, Cynthia L. Smith, David R. Shaw, Ajay Shrivatsav, Marek S. Skrzypek, Jennifer R. Smith, Paul W. Sternberg, Christopher J. Tabone, Paul D. Thomas, Jyothi Thota, Sabrina Toro, Monika Tomczuk, Marek Tutaj, Monika Tutaj, Jose-Maria Urbano, Kimberly Van Auken, Ceri E. Van Slyke, Shur-Jen Wang, Shuai Weng, Monte Westerfield, Gary Williams, Edith D. Wong, Adam Wright, Karen Yook
2020 J jnl
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction.
CoRR
Yifan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2020 — conf
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems.
EMNLP (1)
Siamak Shakeri, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang
2020 J jnl
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems.
CoRR
Siamak Shakeri, Cícero Nogueira dos Santos, Henry Zhu, Patrick Ng, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang
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 A* conf
Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering.
ACL
Alexander R. Fabbri, Patrick Ng, Zhiguo Wang, Ramesh Nallapati, Bing Xiang
2020 J jnl
Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering.
CoRR
Alexander R. Fabbri, Patrick Ng, Zhiguo Wang, Ramesh Nallapati, Bing Xiang
2019 — conf
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering.
EMNLP/IJCNLP (1)
Zhiguo Wang, Patrick Ng, Xiaofei Ma, Ramesh Nallapati, Bing Xiang
2019 J jnl
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering.
CoRR
Zhiguo Wang, Patrick Ng, Xiaofei Ma, Ramesh Nallapati, Bing Xiang
2019 J jnl
Universal Text Representation from BERT: An Empirical Study.
CoRR
Xiaofei Ma, Zhiguo Wang, Patrick Ng, Ramesh Nallapati, Bing Xiang
2017 J jnl
dna2vec: Consistent vector representations of variable-length k-mers.
CoRR
Patrick Ng
2016 J jnl
Do Price Ranges Increase Click-throughs?
CoRR
Patrick Ng, Drew Plant, Yiran Sheng
2015 — conf
Dynamic performance of IEEE 802.15.4 devices under persistent WiFi traffic.
RIoT
Cheng Leong Lim, Michael Bolt, Aly Syed, Patrick Ng, Cindy Goh, Yun Li
2015 — conf
Sound Improves Player Performance in a Multiplayer Online Battle Arena Game.
ACALCI
Patrick Ng, Keith V. Nesbitt, Karen L. Blackmore
2013 Misc conf
Informative sound design in video games.
IE
Patrick Ng, Keith V. Nesbitt
2013 J jnl
Wireless noncontact ECG and EEG biopotential sensors.
ACM Trans. Embed. Comput. Syst.
Yu M. Chi, Patrick Ng, Gert Cauwenberghs
2011 J jnl
Alignment Constrained Sampling.
J. Comput. Biol.
Patrick Ng, Uri Keich
2010 — conf
Wireless non-contact biopotential electrodes.
Wireless Health
Yu M. Chi, Patrick Ng, Christoph Maier, Gert Cauwenberghs
2010 — conf
Wireless non-contact cardiac and neural monitoring.
Wireless Health
Yu M. Chi, Patrick Ng, Eric Kang, Joseph Kang, Jennifer Fang, Gert Cauwenberghs
2008 J jnl
GIMSAN: a Gibbs motif finder with significance analysis.
Bioinform.
Patrick Ng, Uri Keich
2007 J jnl
Precisiated information retrieval for RSS feeds.
Inf. Manag. Comput. Secur.
Chris Tseng, Patrick Ng
2006 — conf
Apples to apples: improving the performance of motif finders and their significance analysis in the Twilight Zone.
ISMB (Supplement of Bioinformatics)
Patrick Ng, Niranjan Nagarajan, Neil Jones, Uri Keich
2006 C conf
Automatic Template Detection for Structured Web Pages.
CSCWD
Lawrence Lo, Vincent To-Yee Ng, Patrick Ng, Stephen Chi-fai Chan