table reasoning

LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation EACL 2026 Multimodal Table Understanding with Difficulty-aware Reinforcement Learning AAAI 2026 TableMix: Enhancing Multimodal Table Reasoning in MLLMs from a Data-Centric Perspective CVPR 2026 TaREx: Reinforcement Learning for Code-Driven Table Reasoning AAAI 2026 Adapt LLM for Multi-turn Reasoning QA using Tidy Data COLING 2025 Advancements in AI for Reasoning with Complex Data AAAI 2025 Can GRPO Boost Complex Multimodal Table Understanding? EMNLP 2025 H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables NAACL 2025 MiMoTable: A Multi-scale Spreadsheet Benchmark with Meta Operations for Table Reasoning COLING 2025 RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals EMNLP 2025 Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025 SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering EMNLP 2025 T2R-BENCH: A Benchmark for Real World Table-to-Report Task EMNLP 2025 Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning ACL 2025 Table-R1: Inference-Time Scaling for Table Reasoning Tasks EMNLP 2025 TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning EMNLP 2025 TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning NAACL 2025 Triples as the Key: Structuring Makes Decomposition and Verification Easier in LLM-based TableQA ICLR 2025 Weaver: Interweaving SQL and LLM for Table Reasoning EMNLP 2025 OpenTab: Advancing Large Language Models as Open-domain Table Reasoners ICLR 2024 ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context EMNLP 2024 Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs ACL 2024 TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition NAACL 2024 TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning EMNLP 2024 Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization EMNLP 2024