← Learning Types
Deep Learning › Learning Types ›

Retrieval-Augmented Generation

603 directly classified papers

Papers per year

Papers

RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning AAAI 2025
ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models AAAI 2025
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs AAAI 2025
ExcluIR: Exclusionary Neural Information Retrieval AAAI 2025
Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning AAAI 2025
EvoWiki: Evaluating LLMs on Evolving Knowledge ACL 2025
Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation AAAI 2025
Towards Verifiable Text Generation with Generative Agent AAAI 2025
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph AAAI 2025
Explore What LLM Does Not Know in Complex Question Answering AAAI 2025
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines AAAI 2025
A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation AAAI 2025
MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models AAAI 2025
Improving Retrieval Augmented Language Model with Self-Reasoning AAAI 2025
Leveraging Attention to Effectively Compress Prompts for Long-Context LLMs AAAI 2025
MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning AAAI 2025
RaDIO: Real-Time Hallucination Detection with Contextual Index Optimized Query Formulation for Dynamic Retrieval Augmented Generation AAAI 2025
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models AAAI 2025
SuperRAG: Beyond RAG with Layout-Aware Graph Modeling NAACL 2025
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation ACL 2025
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation ACL 2025
When and How to Augment Your Input: Question Routing Helps Balance the Accuracy and Efficiency of Large Language Models NAACL 2025
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home ACL 2025
LotusFilter: Fast Diverse Nearest Neighbor Search via a Learned Cutoff Table CVPR 2025
RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation ACL 2025