Retrieval-Augmented Generation

Investigating the Robustness of Retrieval-Augmented Generation at the Query Level ACL 2025 Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models ACL 2025 Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation ACL 2025 Knowledge-Grounded Detection of Cryptocurrency Scams with Retrieval-Augmented LMs ACL 2025 KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education? ACL 2025 LAILab at ArchEHR-QA 2025: Test-time scaling for evidence selection in grounded question answering from electronic health records ACL 2025 Language Model Re-rankers are Fooled by Lexical Similarities ACL 2025 Language Repository for Long Video Understanding ACL 2025 Large Language Models are Good Relational Learners ACL 2025 LaySummX at BioLaySumm: Retrieval-Augmented Fine-Tuning for Biomedical Lay Summarization Using Abstracts and Retrieved Full-Text Context ACL 2025 Leveraging Attention to Effectively Compress Prompts for Long-Context LLMs AAAI 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 LexKeyPlan: Planning with Keyphrases and Retrieval Augmentation for Legal Text Generation: A Case Study on European Court of Human Rights Cases ACL 2025 Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions ACL 2025 Literature Meets Data: A Synergistic Approach to Hypothesis Generation ACL 2025 LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience EMNLP 2025 LLM-Based Dialogue Labeling for Multiturn Adaptive RAG EMNLP 2025 LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation ACL 2025 LotusFilter: Fast Diverse Nearest Neighbor Search via a Learned Cutoff Table CVPR 2025 LTRAG: Enhancing Autoformalization and Self-refinement for Logical Reasoning with Thought-Guided RAG ACL 2025 MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models AAAI 2025 MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation ACL 2025 Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025 MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation ACL 2025