question answering

A Benchmark for Audio Reasoning Capabilities of Multimodal Large Language Models EACL 2026 Adaptive Retrieval for Reasoning ACL 2026 AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering ACL 2026 AgriEval: A Comprehensive Chinese Agricultural Benchmark for Large Language Models AAAI 2026 AI@UMS at SemEval-2026 Task 6: Handling Long Question-Answer Pairs with Sliding Window Models for Clarity and Evasion Analysis SemEval 2026 A Knowledge Graph Based Diagnostic Framework for Analyzing Hallucinations in Arabic Machine Reading Comprehension EACL 2026 anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding AAAI 2026 ArabicMedicalBERT-QA-82 at AbjadMed: Fighting Class Imbalance in Arabic Medical Text Classification EACL 2026 ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation AAAI 2026 ART: Attention Replacement Technique to Improve Factuality in LLMs ACL 2026 Audio-Thinker: Guiding Large Audio Language Model When and How to Think via Reinforcement Learning AAAI 2026 AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction ACL 2026 Automatic Generation of a Compositional QA Benchmark for Geospatial Reasoning under Spatial and Entity Constraints EACL 2026 AVA: Towards Agentic Video Analytics with Vision Language Models NSDI 2026 BanglaSummEval: Reference-Free Factual Consistency Evaluation for Bangla Summarization EACL 2026 Benchmarking Large Vision-Language Models on CFMME: A Comprehensive Chinese Financial Multimodal Evaluation Dataset ACL 2026 Benchmarking LLM’s Capability in Reasoning over Conflicting Web References ACL 2026 Better Datasets Start from RefineLab: Automatic Optimization for High-Quality Dataset Refinement AAAI 2026 Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score AAAI 2026 Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training ACL 2026 Beyond Timestamps: Bridging Forward and Backward Reasoning in Temporal Numerical and Relational Understanding ACL 2026 Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph ACL 2026 Bonsai: Interpretable Tree-Adaptive Grounded Reasoning AAAI 2026 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