Question Answering

Expert-Guided Prompting and Retrieval-Augmented Generation for Emergency Medical Service Question Answering AAAI 2026 Exploring Generative Process Reward Modeling for Semi-Structured Data: A Case Study of Table Question Answering EACL 2026 Factual State Discovery Benchmark: Evaluating Fact Elicitation in Polish Tax Law ACL 2026 Failure Modes in Multi-Hop QA: The Weakest Link Effect and the Recognition Bottleneck ACL 2026 Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition AAAI 2026 FALCONEye: Finding Answers and Localizing Content in ONE-hour-long videos with multi-modal LLMs WACV 2026 FAST-EQA: Efficient Embodied Question Answering with Global and Local Region Relevancy WACV 2026 From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation ACL 2026 Generating Multi-Aspect Queries for Conversational Search EACL 2026 HausaNLP at SemEval-2026 Task 7: Prompt-based Hausa Cultural Question Answering SemEval 2026 Helios: A Foundational Language Model for Smart Energy Knowledge Reasoning and Application EACL 2026 HiGraAgent: Dual-Agent Adaptive Reasoning over Hierarchical Knowledge Graph for Open Domain Multi-hop Question Answering EACL 2026 HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question Answering ACL 2026 HopWeaver: Cross-Document Synthesis of High-Quality and Authentic Multi-Hop Questions ACL 2026 Hospitality-VQA: Decision-Oriented Informativeness Evaluation for Vision–Language Models EACL 2026 Human Cognition Inspired RAG with Knowledge Graph for Complex Problem Solving AAAI 2026 Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing AAAI 2026 Improving Long-Context Summarization with Multi-Granularity Retrieval Optimization AAAI 2026 Inference Scaling Law for Retrieval Augmented Generation AAAI 2026 Iterative Multi-Granular RAG with Contextual Hierarchical Graph AAAI 2026 It’s High Time: A Survey of Temporal Question Answering ACL 2026 JudgeBoard: Benchmarking and Enhancing Small Language Models for Reasoning Evaluation AAAI 2026 KG-MuLQA: A Framework for KG-based Multi-Level QA Extraction and Long-Context LLM Evaluation ACL 2026 K-NLPers at SemEval-2026 Task 7: Multiple LLM Agent Debate System for Everyday Knowledge Across Diverse Languages and Cultures SemEval 2026 Knowing What’s Missing: Assessing Information Sufficiency in Question Answering EACL 2026