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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

ReGraphRAG: Reorganizing Fragmented Knowledge Graphs for Multi-Perspective Retrieval-Augmented Generation EMNLP 2025
Retrieval-Augmented Machine Translation with Unstructured Knowledge EMNLP 2025
Retrieval-Augmented Generation with Hierarchical Knowledge EMNLP 2025
KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering EMNLP 2025
To Answer or Not to Answer (TAONA): A Robust Textual Graph Understanding and Question Answering Approach EMNLP 2025
Beyond the Textual: Generating Coherent Visual Options for MCQs EMNLP 2025
Federated Retrieval-Augmented Generation: A Systematic Mapping Study EMNLP 2025
Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation EMNLP 2025
cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree EMNLP 2025
VLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training EMNLP 2025
Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home? EMNLP 2025
AttnComp: Attention-Guided Adaptive Context Compression for Retrieval-Augmented Generation EMNLP 2025
MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation EMNLP 2025
ImpRAG: Retrieval-Augmented Generation with Implicit Queries EMNLP 2025
UniRAG: A Unified RAG Framework for Knowledge-Intensive Queries with Decomposition, Break-Down Reasoning, and Iterative Rewriting EMNLP 2025
One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems EMNLP 2025
AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation EMNLP 2025
GRAD: Generative Retrieval-Aligned Demonstration Sampler for Efficient Few-Shot Reasoning EMNLP 2025
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation EMNLP 2025
BAGELS: Benchmarking the Automated Generation and Extraction of Limitations from Scholarly Text EMNLP 2025
Defending against Indirect Prompt Injection by Instruction Detection EMNLP 2025
More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG EMNLP 2025
RAR2: Retrieval-Augmented Medical Reasoning via Thought-Driven Retrieval EMNLP 2025
You Only Use Reactive Attention Slice When Retrieving From Long Context EMNLP 2025
Controlled Retrieval-augmented Context Evaluation for Long-form RAG EMNLP 2025