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

MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering EMNLP 2025
AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering ACL 2025
Rethinking Table Instruction Tuning ACL 2025
Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding CONLL 2025
WikiMixQA: A Multimodal Benchmark for Question Answering over Tables and Charts ACL 2025
TABARD: A Novel Benchmark for Tabular Anomaly Analysis, Reasoning and Detection EMNLP 2025
TabComp: A Dataset for Visual Table Reading Comprehension NAACL 2025
QuASAR: A Question-Driven Structure-Aware Approach for Table-to-Text Generation ACL 2025
YNU-HPCC at SemEval-2025 Task 8: Enhancing Question-Answering over Tabular Data with TableGPT2 ACL 2025
Enhancing Temporal Understanding in LLMs for Semi-structured Tables NAACL 2025
Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data ACL 2025
Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration IJCNLP 2025
RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services EMNLP 2025
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark ACL 2025
GRIT: Guided Relational Integration for Efficient Multi-Table Understanding EMNLP 2025
YNU-HPCC at SemEval-2025 Task 8: Enhancing Question-Answering over Tabular Data with TableGPT2 SEMEVAL 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
Realistic Training Data Generation and Rule Enhanced Decoding in LLM for NameGuess EMNLP 2025
I2R-NLP at SemEval-2025 Task 8: Question Answering on Tabular Data ACL 2025
Can GRPO Boost Complex Multimodal Table Understanding? EMNLP 2025
SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering EMNLP 2025
SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation NIPS 2024
Integrating Table Representations into Large Language Models for Improved Scholarly Document Comprehension ACL 2024
Uncovering Limitations of Large Language Models in Information Seeking from Tables ACL 2024