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Retrieval-Augmented Generation

263 directly classified papers

Papers per year

Papers

AUEB-Archimedes at RIRAG-2025: Is Obligation concatenation really all you need? COLING 2025
NUST Alpha at RIRAG 2025: Fusion RAG for Bridging Lexical and Semantic Retrieval and Question Answering COLING 2025
Enhancing Regulatory Compliance Through Automated Retrieval, Reranking, and Answer Generation COLING 2025
A REGNLP Framework: Developing Retrieval-Augmented Generation for Regulatory Document Analysis COLING 2025
Regulatory Question-Answering using Generative AI COLING 2025
RIRAG: A Bi-Directional Retrieval-Enhanced Framework for Financial Legal QA in ObliQA Shared Task COLING 2025
RAGulator: Effective RAG for Regulatory Question Answering COLING 2025
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems NAACL 2025
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation NAACL 2025
CodeRAG-Bench: Can Retrieval Augment Code Generation? NAACL 2025
RATSD: Retrieval Augmented Truthfulness Stance Detection from Social Media Posts Toward Factual Claims NAACL 2025
GRAG: Graph Retrieval-Augmented Generation NAACL 2025
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG NAACL 2025
Long-Tail Crisis in Nearest Neighbor Language Models NAACL 2025
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems NAACL 2025
Inference Scaling for Bridging Retrieval and Augmented Generation NAACL 2025
CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis Generation NAACL 2025
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025
Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation NAACL 2025
Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning NAACL 2025
Expertly Informed, Generatively Summarized: A Hybrid RAG Approach to Informed Consent Summarization with Auxiliary Expert Knowledge NAACL 2025
Lexical Semantic Change Annotation with Large Language Models NAACL 2025
Empowering Low-Resource Languages: TraSe Architecture for Enhanced Retrieval-Augmented Generation in Bangla NAACL 2025
Poetry in RAGs: Modern Greek interwar poetry generation using RAG and contrastive training NAACL 2025
Evaluating Design Choices in Verifiable Generation with Open-source Models NAACL 2025