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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

SurveyGen: Quality-Aware Scientific Survey Generation with Large Language Models EMNLP 2025
LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment EMNLP 2025
RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions EMNLP 2025
KoBLEX: Open Legal Question Answering with Multi-hop Reasoning EMNLP 2025
FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain EMNLP 2025
DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling EMNLP 2025
KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation EMNLP 2025
Conflict-Aware Soft Prompting for Retrieval-Augmented Generation EMNLP 2025
OG-RAG: Ontology-grounded retrieval-augmented generation for large language models EMNLP 2025
End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation EMNLP 2025
RACQC: Advanced Retrieval-Augmented Generation for Chinese Query Correction EMNLP 2025
Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models EMNLP 2025
R2A-TLS: Reflective Retrieval-Augmented Timeline Summarization with Causal-Semantic Integration EMNLP 2025
LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience EMNLP 2025
MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering EMNLP 2025
CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models EMNLP 2025
Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models EMNLP 2025
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering EMNLP 2025
EcoSafeRAG: Efficient Security through Context Analysis in Retrieval-Augmented Generation EMNLP 2025
How Does Knowledge Selection Help Retrieval Augmented Generation? EMNLP 2025
ParetoRAG: Leveraging Sentence-Context Attention for Robust and Efficient Retrieval-Augmented Generation EMNLP 2025
GRADE: Generating multi-hop QA and fine-gRAined Difficulty matrix for RAG Evaluation EMNLP 2025
GenPoE: Generative Passage-level Mixture of Experts for Knowledge Enhancement of LLMs EMNLP 2025
HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation EMNLP 2025
MaGiX: A Multi-Granular Adaptive Graph Intelligence Framework for Enhancing Cross-Lingual RAG EMNLP 2025