retrieval-augmented generation

Distilling Cross-Modal Knowledge into Domain-Specific Retrievers for Enhanced Industrial Document Understanding EMNLP 2025 Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering NAACL 2025 Divide-Then-Align: Honest Alignment based on the Knowledge Boundary of RAG ACL 2025 DKITNLP at ArchEHR-QA 2025: A Retrieval Augmented LLM Pipeline for Evidence-Based Patient Question Answering ACL 2025 DocAgent: An Agentic Framework for Multi-Modal Long-Context Document Understanding EMNLP 2025 Docopilot: Improving Multimodal Models for Document-Level Understanding CVPR 2025 Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025 DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers EMNLP 2025 Document Segmentation Matters for Retrieval-Augmented Generation ACL 2025 Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings ACL 2025 Does Domain-Specific Retrieval Augmented Generation Help LLMs Answer Consumer Health Questions? MLHC 2025 Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems COLING 2025 Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models ACL 2025 Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs ICLR 2025 Don’t Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering EMNLP 2025 Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage NAACL 2025 Do RAG Systems Really Suffer From Positional Bias? EMNLP 2025 DRAE: Dynamic Retrieval-Augmented Expert Networks for Lifelong Learning and Task Adaptation in Robotics ACL 2025 D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering EMNLP 2025 DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation ACL 2025 DRoC: Elevating Large Language Models for Complex Vehicle Routing via Decomposed Retrieval of Constraints ICLR 2025 DSRAG: A Double-Stream Retrieval-Augmented Generation Framework for Countless Intent Detection NAACL 2025 DTCRS: Dynamic Tree Construction for Recursive Summarization ACL 2025 DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering ACL 2025 DUTIR831 at SemEval-2025 Task 5: A Multi-Stage LLM Approach to GND Subject Assignment for TIBKAT Records SemEval 2025