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

OseiBrefo-Liang at SemEval-2025 Task 8 : A Multi-Agent LLM code generation approach for answering Tabular Questions ACL 2025
sonrobok4 Team at SemEval-2025 Task 8: Question Answering over Tabular Data Using Pandas and Large Language Models ACL 2025
CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs ACL 2025
Howard University-AI4PC at SemEval-2025 Task 8: DeepTabCoder - Code-based Retrieval and In-context Learning for Question-Answering over Tabular Data ACL 2025
ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data ACL 2025
MINDS at SemEval-2025 Task 8: Question Answering Over Tabular Data via Large Language Model-generated SQL Queries ACL 2025
Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data ACL 2025
2Columns1Row: A Russian Benchmark for Textual and Multimodal Table Understanding and Reasoning EMNLP 2025
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion EMNLP 2025
TrustUQA: A Trustful Framework for Unified Structured Data Question Answering AAAI 2025
GRI-QA: a Comprehensive Benchmark for Table Question Answering over Environmental Data ACL 2025
IUST_Champs at SemEval-2025 Task 8: Structured Prompting and Retry Policy for Tabular Question Answering ACL 2025
YNU-HPCC at SemEval-2025 Task 8: Enhancing Question-Answering over Tabular Data with TableGPT2 ACL 2025
iTBLS: A Dataset of Interactive Conversations Over Tabular Information ACL 2025
GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering COLING 2025
AlphaPro at SemEval-2025 Task 8: A Code Generation Approach for Question-Answering over Tabular Data ACL 2025
SemEval-2025 Task 8: Question Answering over Tabular Data ACL 2025
p²-TQA: A Process-based Preference Learning Framework for Self-Improving Table Question Answering Models IJCNLP 2025
QleverAnswering-PUCRS at SemEval-2025 Task 8: Exploring LLM agents, code generation and correction for Table Question Answering SEMEVAL 2025
Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data SEMEVAL 2025
HITSZ-HLT at SemEval-2025 Task 8: Multi-turn Interactive Code Generation for Question Answering on Tabular Data SEMEVAL 2025
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation NIPS 2024
Table Question Answering for Low-resourced Indic Languages EMNLP 2024
DRAMA: Dynamic Multi-Granularity Graph Estimate Retrieval over Tabular and Textual Question Answering COLING 2024
FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering NAACL 2024