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conftrace_

table question answering

97 papers

TABLEQA TQA TABLE QA

Papers

DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation NeurIPS 2024 DRAMA: Dynamic Multi-Granularity Graph Estimate Retrieval over Tabular and Textual Question Answering COLING 2024 E5: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate NAACL 2024 FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering NAACL 2024 KET-QA: A Dataset for Knowledge Enhanced Table Question Answering COLING 2024 Learning Relational Decomposition of Queries for Question Answering from Tables ACL 2024 MATSA: Multi-Agent Table Structure Attribution EMNLP 2024 Question Answering over Tabular Data with DataBench: A Large-Scale Empirical Evaluation of LLMs COLING 2024 Revisiting Automated Evaluation for Long-form Table Question Answering EMNLP 2024 Sub-Table Rescorer for Table Question Answering COLING 2024 Table Question Answering for Low-resourced Indic Languages EMNLP 2024 TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy NeurIPS 2024 TAPASGO: Transfer Learning towards a German-Language Tabular Question Answering Model COLING 2024 TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning ACL 2024 Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries AAAI 2024 An Inner Table Retriever for Robust Table Question Answering ACL 2023 API-Assisted Code Generation for Question Answering on Varied Table Structures EMNLP 2023 CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality ACL 2023 CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data EMNLP 2023 HiddenTables and PyQTax: A Cooperative Game and Dataset For TableQA to Ensure Scale and Data Privacy Across a Myriad of Taxonomies EMNLP 2023 IM-TQA: A Chinese Table Question Answering Dataset with Implicit and Multi-type Table Structures ACL 2023 Large Language Models are Complex Table Parsers EMNLP 2023 Large Language Models are few(1)-shot Table Reasoners EACL 2023 LI-RAGE: Late Interaction Retrieval Augmented Generation with Explicit Signals for Open-Domain Table Question Answering ACL 2023 Multi-Row, Multi-Span Distant Supervision For Table+Text Question Answering ACL 2023