Question Answering

Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning ACL 2025 TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering EMNLP 2025 TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios ACL 2025 TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models 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 TableWise at SemEval-2025 Task 8: LLM Agents for TabQA SemEval 2025 TAG–EQA: Text–And–Graph for Event Question Answering via Structured Prompting Strategies EMNLP 2025 Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025 TALON: A Multi-Agent Framework for Long-Table Exploration and Question Answering EMNLP 2025 TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data ACL 2025 TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning NAACL 2025 TartuNLP at WMT25 LLMs with Limited Resources for Slavic Languages Shared Task EMNLP 2025 Task-Aware Evaluation and Error-Overlap Analysis for Large Language Models AACL 2025 Tdnguyen at CQs-Gen 2025: Adapt Large Language Models with Multi-Step Reasoning for Critical Questions Generation ACL 2025 Teaching Physical Awareness to LLMs through Sounds ICML 2025 Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions ACL 2025 Team Anotheroption at SemEval-2025 Task 8: Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA SemEval 2025 TeleAI at SemEval-2025 Task 8: Advancing Table Reasoning Framework with Large Language Models SemEval 2025 TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark ICLR 2025 Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning ICLR 2025 Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text EMNLP 2025 Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering ACL 2025 That Ain’t Right: Assessing LLM Performance on QA in African American and West African English Dialects EMNLP 2025 The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters ACL 2025