Question Answering

Chain of Functions: A Programmatic Pipeline for Fine-Grained Chart Reasoning Data Generation IJCNLP 2025 Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration IJCNLP 2025 Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device NAACL 2025 Challenging Multimodal LLMs with African Standardized Exams: A Document VQA Evaluation ACL 2025 ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering EMNLP 2025 ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering ACL 2025 Chart Question Answering from Real-World Analytical Narratives ACL 2025 CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL ICLR 2025 ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities ICLR 2025 Chinese SafetyQA: A Safety Short-form Factuality Benchmark for Large Language Models ACL 2025 Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models ACL 2025 Citations and Trust in LLM Generated Responses AAAI 2025 Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs NAACL 2025 CLEAR: A Framework Enabling Large Language Models to Discern Confusing Legal Paragraphs EMNLP 2025 CLEV: LLM-Based Evaluation Through Lightweight Efficient Voting for Free-Form Question-Answering IJCNLP 2025 ClimaQA: An Automated Evaluation Framework for Climate Question Answering Models ICLR 2025 ClimateEval: A Comprehensive Benchmark for NLP Tasks Related to Climate Change ACL 2025 CLIX: Cross-Lingual Explanations of Idiomatic Expressions ACL 2025 CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering CVPR 2025 Clustering Zero-Shot Uncertainty Estimations to Assess LLM Response Accuracy for Yes/No Q&A ACL 2025 CMedCalc-Bench: A Fine-Grained Benchmark for Chinese Medical Calculations in LLM EMNLP 2025 CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation ACL 2025 CodeArena: A Collective Evaluation Platform for LLM Code Generation ACL 2025 CofCA: A STEP-WISE Counterfactual Multi-hop QA benchmark ICLR 2025 CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering ACL 2025