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Retrieval-Augmented Generation

263 directly classified papers

Papers per year

Papers

GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration NAACL 2025
Regulatory Question-Answering using Generative AI COLING 2025
Retrieval Augmented Recipe Generation WACV 2025
RIRAG: A Bi-Directional Retrieval-Enhanced Framework for Financial Legal QA in ObliQA Shared Task COLING 2025
Rewind and Render: Towards Factually Accurate Text-to-Video Generation with Distilled Knowledge Retrieval AAAI 2025
MerryQuery: A Trustworthy LLM-Powered Tool Providing Personalized Support for Educators and Students AAAI 2025
Incident Diagnosing and Reporting System Based on Retrieval Augmented Large Language Model AAAI 2025
ClinicalRAG: Automating Pharmaceutical Label Quality Control with Hierarchical RAG and Large Language Models AAAI 2025
DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation ACL 2025
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval ACL 2025
Investigating Language Preference of Multilingual RAG Systems ACL 2025
MS-RAG: Simple and Effective Multi-Semantic Retrieval-Augmented Generation EMNLP 2025
LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation ACL 2025
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025
GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering ACL 2025
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems NAACL 2025
Enhancing Criminal Investigation Analysis with Summarization and Memory-based Retrieval-Augmented Generation: A Comprehensive Evaluation of Real Case Data COLING 2025
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation NAACL 2025
SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025
CodeRAG-Bench: Can Retrieval Augment Code Generation? NAACL 2025
Graph-Augmented Open-Domain Multi-Document Summarization COLING 2025
RATSD: Retrieval Augmented Truthfulness Stance Detection from Social Media Posts Toward Factual Claims NAACL 2025
Enhancing AI-Driven Farming Advisory in Kenya with Efficient RAG Agents via Quantized Fine-Tuned Language Models ACL 2025
GRAG: Graph Retrieval-Augmented Generation NAACL 2025
CUTN_Bio at BioLaySumm: Multi-Task Prompt Tuning with External Knowledge and Readability adaptation for Layman Summarization ACL 2025