retrieval-augmented generation

LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models EMNLP 2025 Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ACL 2025 Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation NAACL 2025 LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization EMNLP 2025 Leveraging Attention to Effectively Compress Prompts for Long-Context LLMs AAAI 2025 Leveraging Domain Knowledge at Inference Time for LLM Translation: Retrieval versus Generation NAACL 2025 Leveraging Knowledge Graph-Enhanced LLMs for Context-Aware Medical Consultation EMNLP 2025 Leveraging Product Catalog Patterns for Multilingual E-commerce Product Attribute Prediction EMNLP 2025 Lexical Diversity-aware Relevance Assessment for Retrieval-Augmented Generation ACL 2025 Lexical Semantic Change Annotation with Large Language Models NAACL 2025 LexKeyPlan: Planning with Keyphrases and Retrieval Augmentation for Legal Text Generation: A Case Study on European Court of Human Rights Cases ACL 2025 LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025 LightRAG: Simple and Fast Retrieval-Augmented Generation EMNLP 2025 LimRank: Less is More for Reasoning-Intensive Information Reranking EMNLP 2025 Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions ACL 2025 Listen, Watch, and Learn to Feel: Retrieval-Augmented Emotion Reasoning for Compound Emotion Generation ACL 2025 Literature-Grounded Novelty Assessment of Scientific Ideas ACL 2025 Live Football Commentary System Providing Background Information ACL 2025 LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval EMNLP 2025 LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience EMNLP 2025 LLM-Based Dialogue Labeling for Multiturn Adaptive RAG EMNLP 2025 LLM-C3MOD: A Human-LLM Collaborative System for Cross-Cultural Hate Speech Moderation NAACL 2025 LLM-Enhanced Query Generation and Retrieval Preservation for Task-Oriented Dialogue ACL 2025 LLMForum-RAG: A Multilingual, Multi-domain Framework for Factual Reasoning via Weighted Retrieval and LLM Collaboration IJCNLP 2025 LLM-guided Plan and Retrieval: A Strategic Alignment for Interpretable User Satisfaction Estimation in Dialogue NAACL 2025