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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

MS-RAG: Simple and Effective Multi-Semantic Retrieval-Augmented Generation EMNLP 2025
RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering EMNLP 2025
Pandora’s Box or Aladdin’s Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models ACL 2025
s3: You Don’t Need That Much Data to Train a Search Agent via RL EMNLP 2025
Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025
Meta-Tool: Unleash Open-World Function Calling Capabilities of General-Purpose Large Language Models ACL 2025
MA-RAG: Automating Role Engineering for RESTful APIs with Multi-Head Attention and Retrieval-Augmented Generation IJCAI 2025
tRAG: Term-level Retrieval-Augmented Generation for Domain-Adaptive Retrieval NAACL 2025
Graph Neural Network Enhanced Retrieval for Question Answering of Large Language Models NAACL 2025
A Sequential Multi-Stage Approach for Code Vulnerability Detection via Confidence- and Collaboration-based Decision Making EMNLP 2025
MultiDocFusion : Hierarchical and Multimodal Chunking Pipeline for Enhanced RAG on Long Industrial Documents EMNLP 2025
Distilling Cross-Modal Knowledge into Domain-Specific Retrievers for Enhanced Industrial Document Understanding EMNLP 2025
LimRank: Less is More for Reasoning-Intensive Information Reranking EMNLP 2025
ML-Promise: A Multilingual Dataset for Corporate Promise Verification EMNLP 2025
M³GQA: A Multi-Entity Multi-Hop Multi-Setting Graph Question Answering Benchmark ACL 2025
Knowledge Graph-Guided Retrieval Augmented Generation NAACL 2025
Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive‐k EMNLP 2025
Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty EMNLP 2025
SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model ACL 2025
TreeRare: Syntax Tree-Guided Retrieval and Reasoning for Knowledge-Intensive Question Answering EMNLP 2025
Retrieval-augmented GUI Agents with Generative Guidelines EMNLP 2025
VISA: Retrieval Augmented Generation with Visual Source Attribution ACL 2025
ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning EMNLP 2025
Attention with Dependency Parsing Augmentation for Fine-Grained Attribution ACL 2025
ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models EMNLP 2025