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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

Towards Practical and Knowledgeable LLMs for a Multilingual World: A Thesis Proposal NAACL 2025
Adaptive Retrieval-Augmented Generation for Conversational Systems NAACL 2025
Large-Scale Corpus Construction and Retrieval-Augmented Generation for Ancient Chinese Poetry: New Method and Data Insights NAACL 2025
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation NAACL 2025
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering NAACL 2025
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented Generation NAACL 2025
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation NAACL 2025
Is Semantic Chunking Worth the Computational Cost? NAACL 2025
Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling NAACL 2025
Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models NAACL 2025
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering NAACL 2025
MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval NAACL 2025
MIRAGE: A Metric-Intensive Benchmark for Retrieval-Augmented Generation Evaluation NAACL 2025
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval NAACL 2025
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG NAACL 2025
Language Modeling with Editable External Knowledge NAACL 2025
BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering EMNLP 2025
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity NAACL 2025
StepER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models EMNLP 2025
Scaling Multi-Document Event Summarization: Evaluating Compression vs. Full-Text Approaches NAACL 2025
SuperRAG: Beyond RAG with Layout-Aware Graph Modeling NAACL 2025
RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning EMNLP 2025
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration NAACL 2025
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering NAACL 2025
RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs EMNLP 2025