conftrace_

table understanding

132 papers

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Co-occurring keywords

question answering (2963) large language model (13587) fact verification (257) table question answering (121) tabular datum (226) semantic parsing (960) multimodal learning (4645) evidence finding (14) statement verification (18) benchmark evaluation (1556)

Papers

Multimodal Table Understanding with Difficulty-aware Reinforcement Learning AAAI 2026
TabFlash: Efficient Table Understanding with Progressive Question Conditioning and Token Focusing AAAI 2026
Mixture-of-Minds: Multi-Agent Reinforcement Learning for Table Understanding ACL 2026
Efficient Table Retrieval and Understanding with Multimodal Large Language Models EACL 2026
Syllogism-Inspired TableQA: Evidentialization Makes Decomposition Reasoning and Answer Verification More Reliable AAAI 2026
When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors ACL 2026
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner IJCAI 2025
YNU-HPCC at SemEval-2025 Task 8: Enhancing Question-Answering over Tabular Data with TableGPT2 SEMEVAL 2025
WikiMixQA: A Multimodal Benchmark for Question Answering over Tables and Charts ACL 2025
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark ACL 2025
Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration AACL 2025
Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding ACL 2025
AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering ACL 2025
Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding CONLL 2025
Exploring Multimodal Relation Extraction of Hierarchical Tabular Data with Multi-task Learning ACL 2025
M2-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data ACL 2025
Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration IJCNLP 2025
Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data ACL 2025
GRIT: Guided Relational Integration for Efficient Multi-Table Understanding EMNLP 2025
iTBLS: A Dataset of Interactive Conversations Over Tabular Information ACL 2025
HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding AAAI 2025
RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector AAAI 2025
NBDESCRIB: A Dataset for Text Description Generation from Tables and Code in Jupyter Notebooks with Guidelines ACL 2025
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types ACL 2025
Hybrid Graphs for Table-and-Text based Question Answering using LLMs NAACL 2025