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Retrieval-Augmented Generation

603 directly classified papers

Papers per year

Papers

Mixture of Small and Large Models for Chinese Spelling Check ACL 2025
SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025
MIR: Methodology Inspiration Retrieval for Scientific Research Problems ACL 2025
SEAL: Scaling to Emphasize Attention for Long-Context Retrieval ACL 2025
VISA: Retrieval Augmented Generation with Visual Source Attribution ACL 2025
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models ACL 2025
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark ACL 2025
Efficient Many-Shot In-Context Learning with Dynamic Block-Sparse Attention ACL 2025
HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval ACL 2025
KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education? ACL 2025
Towards Geo-Culturally Grounded LLM Generations 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
CoRet: Improved Retriever for Code Editing ACL 2025
MindRef: Mimicking Human Memory for Hierarchical Reference Retrieval with Fine-Grained Location Awareness ACL 2025
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction ACL 2025
HierGR: Hierarchical Semantic Representation Enhancement for Generative Retrieval in Food Delivery Search ACL 2025
Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings ACL 2025
ArchiDocGen: Multi-Agent Framework for Expository Document Generation in the Architectural Industry ACL 2025
AutoChunker: Structured Text Chunking and its Evaluation ACL 2025
MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation ACL 2025
OccuTriage: An AI Agent Orchestration Framework for Occupational Health Triage Prediction ACL 2025
EXPLAIN: Enhancing Retrieval-Augmented Generation with Entity Summary ACL 2025
GOLFer: Smaller LMs-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval ACL 2025
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion ACL 2025
Empaths at SemEval-2025 Task 11: Retrieval-Augmented Approach to Perceived Emotions Prediction ACL 2025