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Retrieval-Augmented Generation

603 directly classified papers

Papers per year

Papers

RAGTurk: Best Practices for Retrieval Augmented Generation in Turkish EACL 2026
A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation AAAI 2025
ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents EMNLP 2025
Explore What LLM Does Not Know in Complex Question Answering AAAI 2025
Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning AAAI 2025
Towards Verifiable Text Generation with Generative Agent AAAI 2025
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization EMNLP 2025
Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation AAAI 2025
ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models AAAI 2025
CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG AAAI 2025
ExcluIR: Exclusionary Neural Information Retrieval AAAI 2025
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration NAACL 2025
CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion ACL 2025
RAGG: Retrieval-Augmented Grasp Generation Model AAAI 2025
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph AAAI 2025
CultureSynth: A Hierarchical Taxonomy-Guided and Retrieval-Augmented Framework for Cultural Question-Answer Synthesis EMNLP 2025
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs AAAI 2025
CORD: Balancing COnsistency and Rank Distillation for Robust Retrieval-Augmented Generation NAACL 2025
Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning CVPR 2025
SuperRAG: Beyond RAG with Layout-Aware Graph Modeling NAACL 2025
RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning AAAI 2025
When and How to Augment Your Input: Question Routing Helps Balance the Accuracy and Efficiency of Large Language Models NAACL 2025
LotusFilter: Fast Diverse Nearest Neighbor Search via a Learned Cutoff Table CVPR 2025
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines AAAI 2025