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Retrieval-Augmented Generation

603 directly classified papers

Papers per year

Papers

GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration NAACL 2025
GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding ACL 2025
RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning AAAI 2025
RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts ACL 2025
ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models AAAI 2025
CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion ACL 2025
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs AAAI 2025
MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction ACL 2025
ExcluIR: Exclusionary Neural Information Retrieval AAAI 2025
RAGG: Retrieval-Augmented Grasp Generation Model AAAI 2025
Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning AAAI 2025
On Synthesizing Data for Context Attribution in Question Answering ACL 2025
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era ACL 2025
ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents EMNLP 2025
Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation AAAI 2025
EvoWiki: Evaluating LLMs on Evolving Knowledge ACL 2025
Towards Verifiable Text Generation with Generative Agent AAAI 2025
CultureSynth: A Hierarchical Taxonomy-Guided and Retrieval-Augmented Framework for Cultural Question-Answer Synthesis EMNLP 2025
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph AAAI 2025
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation ACL 2025
Explore What LLM Does Not Know in Complex Question Answering AAAI 2025
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines AAAI 2025
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home ACL 2025
Improving Factuality with Explicit Working Memory ACL 2025