conftrace_

table question answering

121 papers

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Also known as

TABLEQA TQA TABLE QA

Co-occurring keywords

large language model (13587) question answering (2963) code generation (746) tabular datum (226) table understanding (132) semantic parsing (960) zero-shot learning (3650) few-shot learning (3398) multi-agent system (1819) retrieval-augmented generation (1592)

Papers

TrustTable: A Neuro-Symbolic Auditing Framework for Faithful Table QA ACL 2026
The Problem of Ambiguity in Table Question Answering EACL 2026
CRAFT: Training-Free Cascaded Retrieval for Tabular QA ACL 2026
Piece of Table: A Divide-and-Conquer Approach for Selecting Subtables in Table Question Answering ACL 2026
ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering ACL 2026
Multimodal Tabular Data Learning AAAI 2026
ARQA: A Benchmark for Grounded Table–Text QA in Enterprise Annual Reports EACL 2026
EASE: Entity-Aware Sub-table Generation for Real-world Multi-table QA ACL 2026
Rethinking Table Pruning in TableQA: From Sequential Revisions to Gold Trajectory-Supervised Parallel Search ACL 2026
CompTab: A Comprehensive Benchmark for Real-World TableQA with Complex Reasoning and Irregular Tables ACL 2026
REaR : Retrieve, Expand and Refine for Effective Multitable Retrieval ACL 2026
When TableQA Meets Noise: A Dual Denoising Framework for Complex Questions and Large-scale Tables 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
CoReTab: Improving Multimodal Table Understanding with Code-driven Reasoning EACL 2026
Exploring Generative Process Reward Modeling for Semi-Structured Data: A Case Study of Table Question Answering EACL 2026
TeleAI at SemEval-2025 Task 8: Advancing Table Reasoning Framework with Large Language Models ACL 2025
AlexNLP-MO at SemEval-2025 Task 8: A Chain of Thought Framework for Question-Answering over Tabular Data ACL 2025
Team Anotheroption at SemEval-2025 Task 8: Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA ACL 2025
G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data ACL 2025
TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering EMNLP 2025
Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding ACL 2025
ITUNLP at SemEval-2025 Task 8: Question-Answering over Tabular Data: A Zero-Shot Approach using LLM-Driven Code Generation ACL 2025
TALON: A Multi-Agent Framework for Long-Table Exploration and Question Answering EMNLP 2025
Structural Deep Encoding for Table Question Answering ACL 2025