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retrieval-augmented generation

1592 papers

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Also known as

RAG

Co-occurring keywords

large language model (13587) question answering (2963) information retrieval (1514) knowledge graph (1837) retrieval augmented generation (330) language model (4599) knowledge retrieval (330) text generation (2913) in-context learning (1405) multi-hop reasoning (423)

Papers

Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation AAAI 2025
EKRAG: Benchmark RAG for Enterprise Knowledge Question Answering NAACL 2025
NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM ACL 2025
CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG AAAI 2025
JGU Mainz’s Submission to the WMT25 Shared Task on LLMs with Limited Resources for Slavic Languages: MT and QA EMNLP 2025
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation NAACL 2025
Implementing and Evaluating Multi-source Retrieval-Augmented Translation EMNLP 2025
Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknownan EMNLP 2025
Leveraging Domain Knowledge at Inference Time for LLM Translation: Retrieval versus Generation NAACL 2025
Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation ACL 2025
RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework ACL 2025
GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs IJCAI 2025
MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval NAACL 2025
Veracity: An Open-Source AI Fact-Checking System IJCAI 2025
MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation ACL 2025
Confidence-Based Response Abstinence: Improving LLM Trustworthiness via Activation-Based Uncertainty Estimation EMNLP 2025
Retrieval-Augmented Forecasting with Tabular Time Series Data ACL 2025
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025
NLP_CIMAT at SemEval-2025 Task 3: Just Ask GPT or look Inside. A prompt and Neural Networks Approach to Hallucination Detection ACL 2025
AutoPsyC: Automatic Recognition of Psychodynamic Conflicts from Semi-structured Interviews with Large Language Models NAACL 2025
Quality Assessment of Tabular Data using Large Language Models and Code Generation EMNLP 2025
Demonstrating the Octopi-1.5 Visual-Tactile-Language Model RSS 2025
MNLP at PerAnsSumm: A Classifier-Refiner Architecture for Improving the Classification of Consumer Health User Responses NAACL 2025
The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation CVPR 2025
Unanswerability Evaluation for Retrieval Augmented Generation ACL 2025