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table question answering

97 papers

TABLEQA TQA TABLE QA

Papers

MultiTabQA: Generating Tabular Answers for Multi-Table Question Answering ACL 2023 RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations ACL 2023 TACR: A Table Alignment-based Cell Selection Method for HybridQA ACL 2023 Unified Language Representation for Question Answering over Text, Tables, and Images ACL 2023 AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry NAACL 2022 Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering AAAI 2022 Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning ACL 2022 OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering NAACL 2022 ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples EMNLP 2022 TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data EMNLP 2022 A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach EMNLP 2021 Capturing Row and Column Semantics in Transformer Based Question Answering over Tables NAACL 2021 CLTR: An End-to-End, Transformer-Based System for Cell-Level Table Retrieval and Table Question Answering ACL 2021 Open Domain Question Answering over Tables via Dense Retrieval NAACL 2021 Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables SemEval 2021 Topic Transferable Table Question Answering EMNLP 2021 PlotQA: Reasoning over Scientific Plots WACV 2020 TaPas: Weakly Supervised Table Parsing via Pre-training ACL 2020 Understanding tables with intermediate pre-training EMNLP 2020 Answering Conversational Questions on Structured Data without Logical Forms EMNLP 2019 Adversarial TableQA: Attention Supervision for Question Answering on Tables ACML 2018 Neural Semantic Parsing with Type Constraints for Semi-Structured Tables EMNLP 2017