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

TableBench: A Comprehensive and Complex Benchmark for Table Question Answering AAAI 2025
IUST_Champs at SemEval-2025 Task 8: Structured Prompting and Retry Policy for Tabular Question Answering ACL 2025
AlexNLP-MO at SemEval-2025 Task 8: A Chain of Thought Framework for Question-Answering over Tabular Data ACL 2025
TeleAI at SemEval-2025 Task 8: Advancing Table Reasoning Framework with Large Language Models ACL 2025
Structural Deep Encoding for Table Question Answering ACL 2025
Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering NAACL 2025
TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning NAACL 2025
2Columns1Row: A Russian Benchmark for Textual and Multimodal Table Understanding and Reasoning EMNLP 2025
MINDS at SemEval-2025 Task 8: Question Answering Over Tabular Data via Large Language Model-generated SQL Queries ACL 2025
ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data ACL 2025
Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data ACL 2025
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion EMNLP 2025
SynTab-LLaVA: Enhancing Multimodal Table Understanding with Decoupled Synthesis CVPR 2025
p²-TQA: A Process-based Preference Learning Framework for Self-Improving Table Question Answering Models AACL 2025
QleverAnswering-PUCRS at SemEval-2025 Task 8: Exploring LLM agents, code generation and correction for Table Question Answering ACL 2025
111DUT at SemEval-2025 Task 8:Hierarchical Chain-of-Thought Reasoning and Multi-Model Deliberation for Robust TableQA SEMEVAL 2025
OseiBrefo-Liang at SemEval-2025 Task 8 : A Multi-Agent LLM code generation approach for answering Tabular Questions SEMEVAL 2025
TableWise at SemEval-2025 Task 8: LLM Agents for TabQA SEMEVAL 2025
TeleAI at SemEval-2025 Task 8: Advancing Table Reasoning Framework with Large Language Models SEMEVAL 2025
Team Anotheroption at SemEval-2025 Task 8: Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA SEMEVAL 2025
UCSC at SemEval-2025 Task 8: Question Answering over Tabular Data SEMEVAL 2025
RITT: A Retrieval-Assisted Framework with Image and Text Table Representations for Table Question Answering ACL 2025
Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding ACL 2025
TALON: A Multi-Agent Framework for Long-Table Exploration and Question Answering EMNLP 2025
Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering ACL 2025