SARA: Stochastic Adaption of Language Models to In-Domain RAG

Xu, Peiyu; Chen, Naxin; Liu, Xinyu; Peng, Denghao

SARA: Stochastic Adaption of Language Models to In-Domain RAG

Xu, Peiyu and Chen, Naxin and Liu, Xinyu and Peng, Denghao (2025) SARA: Stochastic Adaption of Language Models to In-Domain RAG. In: Proceedings of the 2nd International Conference on Machine Learning and Automation, CONF-MLA 2024, November 21, 2024, Adana, Turkey.

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Abstract

In the current landscape of pre-trained large language model (LLM) applications, various methods such as data augmentation, Residual Learning (RL), Curriculum Learning (CL), Low-Rank Adaptation (LoRA) and Retrieval-Augmented Generation (RAG), are commonly employed to integrate more targeted informat

Item Type:	Conference or Workshop Item (UNSPECIFIED)
Date Deposited:	04 Mar 2026 18:27
Last Modified:	16 Apr 2026 21:38
URI:	http://eprints.eai.eu/id/eprint/52541

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