Question Answering

From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs ACL 2025 From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering ICLR 2025 From Multiple-Choice to Extractive QA: A Case Study for English and Arabic COLING 2025 From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation ACL 2025 From Phrases to Subgraphs: Fine-Grained Semantic Parsing for Knowledge Graph Question Answering ACL 2025 From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning EMNLP 2025 From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations EMNLP 2025 FrontierScience Bench: Evaluating AI Research Capabilities in LLMs ACL 2025 GEAR: A Scalable and Interpretable Evaluation Framework for RAG-Based Car Assistant Systems EMNLP 2025 GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025 Generate but Verify: Answering with Faithfulness in RAG-based Question Answering IJCNLP 2025 Generating Complex Question Decompositions in the Face of Distribution Shifts NAACL 2025 Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings ACL 2025 Generating Questions, Answers, and Distractors for Videos: Exploring Semantic Uncertainty of Object Motions ACL 2025 Generating Spatial Knowledge Graphs from Automotive Diagrams for Question Answering EMNLP 2025 GenGO Ultra: an LLM-powered ACL Paper Explorer ACL 2025 GG-BBQ: German Gender Bias Benchmark for Question Answering ACL 2025 G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model ICLR 2025 G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data SemEval 2025 GNN-RAG: Graph Neural Retrieval for Efficient Large Language Model Reasoning on Knowledge Graphs ACL 2025 GQC: LLM-Based Grouped QA Consolidation for Open-Domain Fact Verification at AVeriTeC ACL 2025 GRADE: Generating multi-hop QA and fine-gRAined Difficulty matrix for RAG Evaluation EMNLP 2025 Gradient Inversion of Multimodal Models ICML 2025 GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering ACL 2025 Granularity-Adaptive Spatial Evidence Tokenization for Video Question Answering AAAI 2025