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conftrace_

table question answering

97 papers

TABLEQA TQA TABLE QA

Papers

ARQA: A Benchmark for Grounded Table–Text QA in Enterprise Annual Reports EACL 2026 ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering ACL 2026 CompTab: A Comprehensive Benchmark for Real-World TableQA with Complex Reasoning and Irregular Tables ACL 2026 CoReTab: Improving Multimodal Table Understanding with Code-driven Reasoning EACL 2026 CRAFT: Training-Free Cascaded Retrieval for Tabular QA ACL 2026 EASE: Entity-Aware Sub-table Generation for Real-world Multi-table QA ACL 2026 Exploring Generative Process Reward Modeling for Semi-Structured Data: A Case Study of Table Question Answering EACL 2026 Multimodal Tabular Data Learning AAAI 2026 Piece of Table: A Divide-and-Conquer Approach for Selecting Subtables in Table Question Answering ACL 2026 REaR : Retrieve, Expand and Refine for Effective Multitable Retrieval ACL 2026 Rethinking Table Pruning in TableQA: From Sequential Revisions to Gold Trajectory-Supervised Parallel Search ACL 2026 Table Question Answering in the Era of Large Language Models: A Comprehensive Survey of Tasks, Methods, and Evaluation ACL 2026 Tables Decoded: DELTA for Structure, TARQA for Understanding WACV 2026 The Problem of Ambiguity in Table Question Answering EACL 2026 TrustTable: A Neuro-Symbolic Auditing Framework for Faithful Table QA ACL 2026 When TableQA Meets Noise: A Dual Denoising Framework for Complex Questions and Large-scale Tables ACL 2026 111DUT at SemEval-2025 Task 8:Hierarchical Chain-of-Thought Reasoning and Multi-Model Deliberation for Robust TableQA SemEval 2025 2Columns1Row: A Russian Benchmark for Textual and Multimodal Table Understanding and Reasoning EMNLP 2025 Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data SemEval 2025 AlexNLP-MO at SemEval-2025 Task 8: A Chain of Thought Framework for Question-Answering over Tabular Data SemEval 2025 Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion EMNLP 2025 Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering NAACL 2025 GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering COLING 2025 GRI-QA: a Comprehensive Benchmark for Table Question Answering over Environmental Data ACL 2025 HITSZ-HLT at SemEval-2025 Task 8: Multi-turn Interactive Code Generation for Question Answering on Tabular Data SemEval 2025