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Apr, 2020
CALM: 连续适应学习的语言建模
CALM: Continuous Adaptive Learning for Language Modeling
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Kristjan Arumae, Parminder Bhatia
TL;DR
该研究论文提出了CALM技术,通过对大型语言表示模型进行连续自适应学习,使其跨领域保留知识,并在生物医学和临床领域的实验中展示了任务特定模型与CALM模型性能差距的减小。
Abstract
Training large
language representation models
has become a standard in the natural language processing community. This allows for
fine tuning
on any number of specific tasks, however, these large high capacity mo
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