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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

REPLUG: Retrieval-Augmented Black-Box Language Models NAACL 2024
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical Trials NAACL 2024
Infrrd.ai at SemEval-2024 Task 7: RAG-based end-to-end training to generate headlines and numbers NAACL 2024
yangqi at SemEval-2024 Task 9: Simulate Human Thinking by Large Language Model for Lateral Thinking Challenges NAACL 2024
OUNLP at SemEval-2024 Task 9: Retrieval-Augmented Generation for Solving Brain Teasers with LLMs NAACL 2024
Combining Multiple Metrics for Evaluating Retrieval-Augmented Conversations NAACL 2024
Maven at MEDIQA-CORR 2024: Leveraging RAG and Medical LLM for Error Detection and Correction in Medical Notes NAACL 2024
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models NAACL 2024
Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison NAACL 2024
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization NAACL 2024
Groundedness in Retrieval-augmented Long-form Generation: An Empirical Study NAACL 2024
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity NAACL 2024
PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers NAACL 2024
Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models NAACL 2024
Introducing CQuAE : A New French Contextualised Question-Answering Corpus for the Education Domain COLING 2024
Low-Resource Machine Translation through Retrieval-Augmented LLM Prompting: A Study on the Mambai Language COLING 2024
Self-Improving Customer Review Response Generation Based on LLMs COLING 2024
Automated Question-Answer Generation for Evaluating RAG-based Chatbots COLING 2024
NetZeroFacts: Two-Stage Emission Information Extraction from Company Reports COLING 2024
Demonstration Retrieval-Augmented Generative Event Argument Extraction COLING 2024
AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework COLING 2024
kNN-BOX: A Unified Framework for Nearest Neighbor Generation EACL 2024
yangqi at SemEval-2024 Task 9: Simulate Human Thinking by Large Language Model for Lateral Thinking Challenges SEMEVAL 2024
OpenOmni: A Collaborative Open Source Tool for Building Future-Ready Multimodal Conversational Agents EMNLP 2024
OpenResearcher: Unleashing AI for Accelerated Scientific Research EMNLP 2024