Question Answering

Pub-LawBench: Public-Oriented Benchmarking for LegalAI ACL 2026 PubMed Reasoner: Dynamic Reasoning-based Retrieval for Evidence-Grounded Biomedical Question Answering ACL 2026 RaCoT: Plug-and-Play Contrastive Example Generation Mechanism for Enhanced LLM Reasoning Reliability AAAI 2026 RAGFort: Dual-Path Defense Against Proprietary Knowledge Base Extraction in Retrieval-Augmented Generation AAAI 2026 REAP: Enhancing RAG with Recursive Evaluation and Adaptive Planning for Multi-Hop Question Answering AAAI 2026 Reasoning or Knowledge: Stratified Evaluation of Biomedical LLMs EACL 2026 ReFineVQA: Iterative Refinement of Video Description via Feedback Generation for Video Question Answering WACV 2026 REFO: Reinforced Evolutionary Faithfulness Optimization for Large Language Models AAAI 2026 RegionRAG: Region-level Retrieval-Augmented Generation for Visual Document Understanding AAAI 2026 Reinforcement Learning Enhanced Muti-hop Reasoning for Temporal Knowledge Question Answering AAAI 2026 Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering WACV 2026 Relink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG AAAI 2026 ReMedQA: Are We Done With Medical Multiple-Choice Benchmarks? EACL 2026 Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation EACL 2026 Rethinking Table Pruning in TableQA: From Sequential Revisions to Gold Trajectory-Supervised Parallel Search ACL 2026 ReTraceQA: Evaluating Reasoning Traces of Small Language Models in Commonsense Question Answering ACL 2026 Retrieval Enhancements for RAG: Insights from a Deployed Customer Support Chatbot EACL 2026 Revisiting Evaluation of Question Answering Systems in Low-Resource Indic Languages: Bridging Human and Metric Alignment ACL 2026 RFKG-CoT: Relation-Driven Adaptive Hop-count Selection and Few-Shot Path Guidance for Knowledge-Aware QA AAAI 2026 RoD-TAL: A Benchmark for Answering Questions in Romanian Driving License Exams EACL 2026 RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension ACL 2026 SAGE: A Search-AuGmented Evaluation of Large Language Models on Free-Form QA ACL 2026 SAR: A Structure-Aligned Reasoning Framework for Temporal Knowledge Graph Question Answering AAAI 2026 Schema-Guided Scene-Graph Reasoning Based on Multi-Agent Large Language Model System AAAI 2026 SciMDR: Advancing Scientific Multimodal Document Reasoning ACL 2026