Question Answering

Building a Conversational AI Assistant for African Travel Services with LLMs and RAG EACL 2026 Can LLMs Reason Like Doctors? Exploring the Limits of Large Language Models in Complex Medical Reasoning EACL 2026 CAPID: Context-Aware PII Detection for Question-Answering Systems EACL 2026 Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards ACL 2026 chengtang at SemEval-2026 Task 7: A Retrieval-Augmented Generation Framework for Cultural Perspective Alignment in Everyday MCQs SemEval 2026 CHROMIC: Chronological Reasoning Across Multi-Panel Comics EACL 2026 CLARITY: A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive NL2SQL Systems ACL 2026 Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems EACL 2026 ClinicalTrialsHub: Bridging Registries and Literature for Comprehensive Clinical Trial Access EACL 2026 CLIP-UP: CLIP-Based Unanswerable Problem Detection for Visual Question Answering WACV 2026 CMID: Towards Medical Visual Question Answering via Contrastive Mutual Information Decoding AAAI 2026 CogStream: Context-guided Streaming Video Question Answering AAAI 2026 Collaborative Enhancement of Large and Small Models for Question Answering via Dual Knowledge Transfer AAAI 2026 Collaborative LLM Numerical Reasoning with Local Data Protection AAAI 2026 ComLQ: Benchmarking Complex Logical Queries in Information Retrieval AAAI 2026 Comprehensive Comparison of RAG Methods Across Multi-Domain Conversational QA EACL 2026 CompTab: A Comprehensive Benchmark for Real-World TableQA with Complex Reasoning and Irregular Tables ACL 2026 Context Selection and Rewriting for Video-based Educational Question Generation AAAI 2026 CoReTab: Improving Multimodal Table Understanding with Code-driven Reasoning EACL 2026 Counterfactual Question Generation Uncovering Learner Contradictions AAAI 2026 Crafting Descriptive Information for a Zero-shot Method to Improve Knowledge-Based Visual Question Answering Performance WACV 2026 Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering AAAI 2026 Cross-Lingual Empirical Evaluation of Large Language Models for Arabic Medical Tasks EACL 2026 CultRAG at SemEval-2026 Task 7: Hybrid Sparse-Dense Retrieval with Entity-Centric Knowledge Bases for Cultural MCQ Answering SemEval 2026 CyPortQA: Benchmarking Multimodal Large Language Models for Cyclone Preparedness in Port Operation AAAI 2026