Question Answering

FiDeLiS: Faithful Reasoning in Large Language Models for Knowledge Graph Question Answering ACL 2025 Fin-DBQA Shared-task: Database Querying and Reasoning COLING 2025 Findings of the WMT 2025 Shared Task LLMs with Limited Resources for Slavic Languages: MT and QA EMNLP 2025 Fine-grained Confidence Estimation for Spurious Correctness Detection in Large Language Models IJCNLP 2025 Fine-Grained Evaluation of Large Vision-Language Models in Autonomous Driving ICCV 2025 Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering COLING 2025 FinGEAR: Financial Mapping-Guided Enhanced Answer Retrieval EMNLP 2025 FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering EMNLP 2025 FinMind-Y-Me at the Regulations Challenge Task: Financial Mind Your Meaning based on THaLLE COLING 2025 FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain EMNLP 2025 Firefly Team at SemEval-2025 Task 8: Question-Answering over Tabular Data using SQL/Python generation with Closed-Source Large Language Models SemEval 2025 FlagEvalMM: A Flexible Framework for Comprehensive Multimodal Model Evaluation ACL 2025 FLARE: Faithful Logic-Aided Reasoning and Exploration EMNLP 2025 FLEX: Expert-level False-Less EXecution Metric for Text-to-SQL Benchmark NAACL 2025 Following Occam’s Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs EMNLP 2025 FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis EMNLP 2025 ForestCast: Open-Ended Event Forecasting with Semantic News Forest EMNLP 2025 FQ-Eval: Building Evaluation Dataset for User-centered Follow-up Question Generation EMNLP 2025 FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs ACL 2025 FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering CVPR 2025 Frame-Voyager: Learning to Query Frames for Video Large Language Models ICLR 2025 From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks ACL 2025 From Chat Logs to Collective Insights: Aggregative Question Answering EMNLP 2025 From Confidence to Collapse in LLM Factual Robustness EMNLP 2025 From Generating Answers to Building Explanations: Integrating Multi-Round RAG and Causal Modeling for Scientific QA NAACL 2025