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Retrieval-Augmented Generation

603 directly classified papers

Papers per year

Papers

A Reality Check on Context Utilisation for Retrieval-Augmented Generation ACL 2025
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation ACL 2025
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration NAACL 2025
Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering 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
RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning AAAI 2025
KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education? 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
ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models AAAI 2025
Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025
CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion ACL 2025
AutoChunker: Structured Text Chunking and its Evaluation ACL 2025
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs AAAI 2025
EXPLAIN: Enhancing Retrieval-Augmented Generation with Entity Summary ACL 2025
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion ACL 2025
TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents ACL 2025
ExcluIR: Exclusionary Neural Information Retrieval AAAI 2025
Literature Meets Data: A Synergistic Approach to Hypothesis Generation ACL 2025
RAGG: Retrieval-Augmented Grasp Generation Model AAAI 2025
Exploring Knowledge Filtering for Retrieval-Augmented Discriminative Tasks ACL 2025
Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning AAAI 2025
EvoWiki: Evaluating LLMs on Evolving Knowledge ACL 2025
MIR: Methodology Inspiration Retrieval for Scientific Research Problems ACL 2025