Question Answering

Graph Neural Network Enhanced Retrieval for Question Answering of Large Language Models NAACL 2025 GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering COLING 2025 GRIL: Knowledge Graph Retrieval-Integrated Learning with Large Language Models EMNLP 2025 GRI-QA: a Comprehensive Benchmark for Table Question Answering over Environmental Data ACL 2025 GRIT: Guided Relational Integration for Efficient Multi-Table Understanding EMNLP 2025 Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers ICML 2025 Grounded Answers from Multi-Passage Regulations: Learning-to-Rank for Regulatory RAG EMNLP 2025 Grounded, or a Good Guesser? A Per-Question Balanced Dataset to Separate Blind from Grounded Models for Embodied Question Answering ACL 2025 GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering COLING 2025 GRV-KBQA: A Three-Stage Framework for Knowledge Base Question Answering with Decoupled Logical Structure, Semantic Grounding and Structure-Aware Validation EMNLP 2025 GSM-$∞$: How Do your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length? ICML 2025 GuideQ: Framework for Guided Questioning for progressive informational collection and classification NAACL 2025 Guiding Medical Vision-Language Models with Diverse Visual Prompts: Framework Design and Comprehensive Exploration of Prompt Variations NAACL 2025 HalluRAG-RUG at SemEval-2025 Task 3: Using Retrieval-Augmented Generation for Hallucination Detection in Model Outputs SemEval 2025 HARDMath: A Benchmark Dataset for Challenging Problems in Applied Mathematics ICLR 2025 Harmonious Minds: Benchmarking Intertwined Reasoning of Human Personality and Musical Preference IJCNLP 2025 Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation AAAI 2025 HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing ACL 2025 HAWK: Highlighting Entity-aware Knowledge for Alleviating Information Sparsity in Long Contexts EMNLP 2025 heiDS at ArchEHR-QA 2025: From Fixed-k to Query-dependent-k for Retrieval Augmented Generation ACL 2025 HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval ACL 2025 HetGCoT: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Academic Question Answering EMNLP 2025 HG-InsightLog: Context Prioritization and Reduction for Question Answering with Non-Natural Language Construct Log Data ACL 2025 Hierarchical Retrieval with Evidence Curation for Open-Domain Financial Question Answering on Standardized Documents ACL 2025 HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding CVPR 2025