Coherent Domain Adaptation - Transfer of general LLM knowledge to domain-specific learning

For a LLM pre-trained on a large generic corpus, we introduce a coherent way to transfer this general knowledge to training a domain-specific LLM.

Authors

Publication Details

Journal
HAL (Le Centre pour la Communication Scientifique Directe)
Published
2026-07-16
DOI
https://doi.org/10.13140/rg.2.2.10098.06084
Primary Topic
Domain Adaptation and Few-Shot Learning
Type
preprint
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preprint

Coherent Domain Adaptation - Transfer of general LLM knowledge to domain-specific learning

Gary Nan Tie
HAL (Le Centre pour la Communication Scientifique Directe)
Domain Adaptation and Few-Shot Learning
preprint

Coherent Domain Adaptation - Transfer of general LLM knowledge to domain-specific learning

Gary Nan Tie
preprint en

Abstract

For a LLM pre-trained on a large generic corpus, we introduce a coherent way to transfer this general knowledge to training a domain-specific LLM.

HAL (Le Centre pour la Communication Scientifique Directe)
Domain Adaptation and Few-Shot Learning
DOIOpen Access PDFOpenAlex
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