"retrieval-augmented language models" Papers

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Accelerating Iterative Retrieval-augmented Language Model Serving with Speculation

Zhihao Zhang, Alan Zhu, Lijie Yang et al.

ICML 2024

Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation

Gauthier Guinet, Behrooz Tehrani, Anoop Deoras et al.

ICML 2024arXiv:2405.13622
33
citations

Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models

Qitan Lv, Jie Wang, Hanzhu Chen et al.

ICML 2024arXiv:2410.15116
13
citations

C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models

Mintong Kang, Nezihe Merve Gürel, Ning Yu et al.

ICML 2024arXiv:2402.03181
31
citations