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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

XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples NAACL 2025
Long-Tail Crisis in Nearest Neighbor Language Models NAACL 2025
GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models NAACL 2025
Retrieval-Enhanced Mental Health Assessment: Capturing Self-State Dynamics from Social Media Using In-Context Learning NAACL 2025
Conflicting Needles in a Haystack: How LLMs behave when faced with contradictory information EMNLP 2025
MsRAG: Knowledge Augumented Image Captioning with Object-level Multi-source RAG IJCAI 2025
Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution IJCAI 2025
DAVE: A Framework for Assisted Analysis of Document Collections in Knowledge-Intensive Domains IJCAI 2025
D-RAG: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering EMNLP 2025
External Memory Matters: Generalizable Object-Action Memory for Retrieval-Augmented Long-Term Video Understanding IJCAI 2025
AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts IJCAI 2025
Veracity: An Open-Source AI Fact-Checking System IJCAI 2025
ROBOTO2: An Interactive System and Dataset for LLM-assisted Clinical Trial Risk of Bias Assessment EMNLP 2025
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation ICCV 2025
SIMS: Simulating Stylized Human-Scene Interactions with Retrieval-Augmented Script Generation ICCV 2025
RAGDiffusion: Faithful Cloth Generation via External Knowledge Assimilation ICCV 2025
Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support EMNLP 2025
Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device NAACL 2025
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs AAAI 2025
ConfReady: A RAG based Assistant and Dataset for Conference Checklist Responses EMNLP 2025
CRAB: A Benchmark for Evaluating Curation of Retrieval-Augmented LLMs in Biomedicine EMNLP 2025
EXPLAIN: Enhancing Retrieval-Augmented Generation with Entity Summary ACL 2025
Aligning LLMs for Multilingual Consistency in Enterprise Applications EMNLP 2025
Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context NAACL 2025
RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs EMNLP 2025