question answering

IterCOMP: Reasoning-aware Adaptive Prompt Compression for Multi-hop Question Answering ACL 2026 JudgeBoard: Benchmarking and Enhancing Small Language Models for Reasoning Evaluation AAAI 2026 KGHaluBench: A Knowledge Graph-Based Hallucination Benchmark for Evaluating the Breadth and Depth of LLM Knowledge EACL 2026 KG-MuLQA: A Framework for KG-based Multi-Level QA Extraction and Long-Context LLM Evaluation ACL 2026 king001 at SemEval-2026 Task 7: Cross-Language Cultural Everyday Knowledge QA System Based on RAG SemEval 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 Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations ACL 2026 Korean Canonical Legal Benchmark: Toward Knowledge-Independent Evaluation of LLMs’ Legal Reasoning Capabilities EACL 2026 KyrText: A Multi-Domain Large-Scale Corpus for Kyrgyz Language EACL 2026 LAD-RAG: Layout-aware Dynamic RAG for Visually-Rich Document Understanding ACL 2026 Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs EACL 2026 LifeEval: A Multimodal Benchmark for Assistive AI in Egocentric Daily Life Tasks CVPR 2026 LinkNav: Surfacing Interconnected Information in Scientific Articles ACL 2026 LinkQA: Synthesizing Diverse QA from Multiple Seeds Strongly Linked by Knowledge Points ACL 2026 LLM-as-a-Judge for Low-Resource Languages: Adapting Ragas and Comparative Ranking for Romanian EACL 2026 LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation ACL 2026 Long-Context Long-Form Question Answering for Legal Domain EACL 2026 Look as You Think: Unifying Reasoning and Visual Evidence Attribution for Verifiable Document RAG via Reinforcement Learning AAAI 2026 MAQuA: Multi-outcome Adaptive Question-Asking for Mental Health using Item Response Theory EACL 2026 MarineEval: Assessing the Marine Intelligence of Vision-Language Models WACV 2026 MED-COPILOT: A Medical Assistant Powered by GraphRAG and Similar Patient Case Retrieval ACL 2026 MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models AAAI 2026 MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation ACL 2026 Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning ACL 2026