Retrieval-Augmented Generation

Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking EMNLP 2025 scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation ACL 2025 SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation ACL 2025 SEAL: Scaling to Emphasize Attention for Long-Context Retrieval ACL 2025 SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025 SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation ACL 2025 SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025 Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization EMNLP 2025 SQUiD: Synthesizing Relational Databases from Unstructured Text EMNLP 2025 S-RAG: A Novel Audit Framework for Detecting Unauthorized Use of Personal Data in RAG Systems ACL 2025 StepER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models EMNLP 2025 Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models EMNLP 2025 SuperRAG: Beyond RAG with Layout-Aware Graph Modeling NAACL 2025 SynFix: Dependency-Aware Program Repair via RelationGraph Analysis ACL 2025 Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025 Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025 TCQA2: A Tiered Conversational Q&A Agent in Gaming ACL 2025 TC–RAG: Turing–Complete RAG’s Case study on Medical LLM Systems ACL 2025 Team HUMANE at AVeriTeC 2025: HerO 2 for Efficient Fact Verification ACL 2025 Team XSZ at BioLaySumm2025: Section-Wise Summarization, Retrieval-Augmented LLM, and Reinforcement Learning Fine-Tuning for Lay Summaries ACL 2025 The ClimateCheck Shared Task: Scientific Fact-Checking of Social Media Claims about Climate Change ACL 2025 The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation CVPR 2025 The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit ACL 2025 The Power of Simplicity in LLM-Based Event Forecasting ACL 2025 Think-Search-Patch: A Retrieval-Augmented Reasoning Framework for Repository-Level Code Repair EMNLP 2025