retrieval augmented generation

317 papers

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Also known as

RAG RALM

Co-occurring keywords

large language model (12755) retrieval-augmented generation (1459) question answering (2904) information retrieval (1493) language model (4573) domain adaptation (4578) in-context learning (1369) multimodal learning (4622) knowledge retrieval (328) knowledge graph (1795)

Papers

RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback ACL 2024

Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension ACL 2024

K-QA: A Real-World Medical Q&A Benchmark ACL 2024

REAL: A Retrieval-Augmented Entity Linking Approach for Biomedical Concept Recognition ACL 2024

Roux-lette at “Discharge Me!”: Reducing EHR Chart Burden with a Simple, Scalable, Clinician-Driven AI Approach ACL 2024

ClinicalRAG: Enhancing Clinical Decision Support through Heterogeneous Knowledge Retrieval ACL 2024

Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs ACL 2024

Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models ACL 2024

Aggregating Impressions on Celebrities and their Reasons from Microblog Posts and Web Search Pages ACL 2024

What Evidence Do Language Models Find Convincing? ACL 2024

RA2FD: Distilling Faithfulness into Efficient Dialogue Systems EMNLP 2024

CompAct: Compressing Retrieved Documents Actively for Question Answering EMNLP 2024

Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models EMNLP 2024

TruthReader: Towards Trustworthy Document Assistant Chatbot with Reliable Attribution EMNLP 2024

Retrieval Augmented Spelling Correction for E-Commerce Applications EMNLP 2024

RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance EMNLP 2024

Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach EMNLP 2024

Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization EMNLP 2024

RAG-Studio: Towards In-Domain Adaptation of Retrieval Augmented Generation Through Self-Alignment EMNLP 2024

Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation EMNLP 2024

Synthetic Multimodal Question Generation EMNLP 2024

HyQE: Ranking Contexts with Hypothetical Query Embeddings EMNLP 2024

Dense Passage Retrieval: Is it Retrieving? EMNLP 2024

Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models EMNLP 2024

AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings EMNLP 2024