Shypd.aiThe largest open index of AI toolsllm-continual-learning-survey is a Research & Education tool that provides a comprehensive, continually updated survey on Continual Learning of Large Language Models (CL-LLMs). It compiles relevant papers and research across various domains.
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llm-continual-learning-survey is a comprehensive and actively updated survey focusing on Continual Learning of Large Language Models (CL-LLMs). This resource, published in ACM Computing Surveys 2025, serves as a dynamic repository of research papers, categorized by topics such as Continual Pre-Training (CPT), Domain-Adaptive Pre-Training (DAP) across various domains (legal, medical, financial, scientific, code, language), Continual Fine-Tuning (CFT), and more. It is designed to be a living document, with new papers and updates regularly added, and encourages contributions from the research community via pull requests or issues. This makes it an invaluable resource for researchers and academics tracking advancements in CL-LLMs.
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