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Retrieval-Augmented Generation

573 directly classified papers

Papers per year

Papers

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text ACL 2025
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation ACL 2025
VideoRAG: Retrieval-Augmented Generation over Video Corpus ACL 2025
GRIT: Guided Relational Integration for Efficient Multi-Table Understanding EMNLP 2025
MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation ACL 2025
Lexical Diversity-aware Relevance Assessment for Retrieval-Augmented Generation ACL 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation ACL 2025
TAPS: Tool-Augmented Personalisation via Structured Tagging EMNLP 2025
LLMs as Planning Formalizers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models ACL 2025
SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025
ECoRAG: Evidentiality-guided Compression for Long Context RAG ACL 2025
TreeRare: Syntax Tree-Guided Retrieval and Reasoning for Knowledge-Intensive Question Answering EMNLP 2025
LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation ACL 2025
LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation ACL 2025
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ACL 2025
Stepwise Informativeness Search for Improving LLM Reasoning EMNLP 2025
Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps ACL 2025
VISA: Retrieval Augmented Generation with Visual Source Attribution ACL 2025
Enhancing AI-Driven Farming Advisory in Kenya with Efficient RAG Agents via Quantized Fine-Tuned Language Models ACL 2025
Studying the Role of Input-Neighbor Overlap in Retrieval-Augmented Language Models Training Efficiency EMNLP 2025
Simulating Emotional Intelligence in LLMs through Behavioral Conditioning and Analogical Retrieval ACL 2025
IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences ACL 2025
COGNAC at CQs-Gen 2025: Generating Critical Questions with LLM-Assisted Prompting and Multiple RAG Variants ACL 2025
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization EMNLP 2025
RAED: Retrieval-Augmented Entity Description Generation for Emerging Entity Linking and Disambiguation EMNLP 2025