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Retrieval-Augmented Generation

573 papers

Papers per year

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Papers

Improving Multimodal Social Media Popularity Prediction via Selective Retrieval Knowledge Augmentation AAAI 2025
ViPCap: Retrieval Text-Based Visual Prompts for Lightweight Image Captioning AAAI 2025
RAGG: Retrieval-Augmented Grasp Generation Model AAAI 2025
RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning AAAI 2025
ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models AAAI 2025
Online Fraud Detection via Test-Time Retrieval-Based Representation Enrichment AAAI 2025
LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025
Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation AAAI 2025
Incident Diagnosing and Reporting System Based on Retrieval Augmented Large Language Model AAAI 2025
MPVStance: Mitigating Hallucinations in Stance Detection with Multi-Perspective Verification ACL 2025
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation ACL 2025
Sparse Latents Steer Retrieval-Augmented Generation ACL 2025
MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System ACL 2025
HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation ACL 2025
NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering ACL 2025
Unanswerability Evaluation for Retrieval Augmented Generation ACL 2025
Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach ACL 2025
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning ACL 2025
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025
MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction ACL 2025
How to Compare Things Properly? A Study of Argument Relevance in Comparative Question Answering ACL 2025
Removal of Hallucination on Hallucination: Debate-Augmented RAG ACL 2025
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information ACL 2025
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025