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Found 2 papers, 1 papers with code
Efficient Domain Adaptation of Language Models via Adaptive Tokenization
While adaptive tokenization incurs a 6% increase in model parameters in our experimentation, due to the introduction of 10k new domain-specific tokens, our approach, using 64 vCPUs, is 72x faster than further pretraining the language model on domain-specific corpora on 8 TPUs.
Scattertext: a Browser-Based Tool for Visualizing how Corpora Differ
Scattertext is an open source tool for visualizing linguistic variation between document categories in a language-independent way.
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