Patrick Ng
22 papers · 2019–2026 · 6 venues · across top CS/AI venues
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question answering
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knowledge editing
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Papers
What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects
EACL 2026
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries
NAACL 2025
You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL
NAACL 2025
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks
ACL 2024
Benchmarking Diverse-Modal Entity Linking with Generative Models
ACL 2023
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases
ICLR 2023
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness
ICLR 2023
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning
ACL 2023
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge
ACL 2023
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing
ACL 2023
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations
ACL 2023
Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering
AAAI 2022
Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding
EMNLP 2022
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction
ACL 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering
ACL 2021
Generative Context Pair Selection for Multi-hop Question Answering
EMNLP 2021
Improving Factual Consistency of Abstractive Summarization via Question Answering
ACL 2021
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training
AAAI 2021
Retrieval, Re-ranking and Multi-task Learning for Knowledge-Base Question Answering
EACL 2021
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems
EMNLP 2020
Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering
ACL 2020
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering
EMNLP 2019