retrieval-augmented generation

GRIT: Guided Relational Integration for Efficient Multi-Table Understanding EMNLP 2025 Grounded Answers from Multi-Passage Regulations: Learning-to-Rank for Regulatory RAG EMNLP 2025 Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation NAACL 2025 Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval ICLR 2025 GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering COLING 2025 GT-NLP at SemEval-2025 Task 11: EmoRationale, Evidence-Based Emotion Detection via Retrieval-Augmented Generation SemEval 2025 Gumbel Reranking: Differentiable End-to-End Reranker Optimization ACL 2025 HalluRAG-RUG at SemEval-2025 Task 3: Using Retrieval-Augmented Generation for Hallucination Detection in Model Outputs SemEval 2025 HalluSearch at SemEval-2025 Task 3: A Search-Enhanced RAG Pipeline for Hallucination Detection SemEval 2025 Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025 Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation AAAI 2025 HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ACL 2025 HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025 heiDS at ArchEHR-QA 2025: From Fixed-k to Query-dependent-k for Retrieval Augmented Generation ACL 2025 HELMET: How to Evaluate Long-context Models Effectively and Thoroughly ICLR 2025 HG-InsightLog: Context Prioritization and Reduction for Question Answering with Non-Natural Language Construct Log Data ACL 2025 Hierarchical Document Refinement for Long-context Retrieval-augmented Generation ACL 2025 Hierarchical Planning for Complex Tasks with Knowledge Graph-RAG and Symbolic Verification ICML 2025 Hierarchical Retrieval with Evidence Curation for Open-Domain Financial Question Answering on Standardized Documents ACL 2025 HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation EMNLP 2025 HMCL: Task-Optimal Text Representation Adaptation through Hierarchical Contrastive Learning EMNLP 2025 HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation ACL 2025 Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data ICLR 2025 Homa at SemEval-2025 Task 5: Aligning Librarian Records with OntoAligner for Subject Tagging SemEval 2025 HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation ACL 2025