Search Results for author: Dmitrii Kharchev

Found 1 papers, 1 papers with code

NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis

1 code implementation EMNLP 2021 Nikolay Arefyev, Dmitrii Kharchev, Artem Shelmanov

While Masked Language Models (MLM) are pre-trained on massive datasets, the additional training with the MLM objective on domain or task-specific data before fine-tuning for the final task is known to improve the final performance.

Domain Adaptation Sentiment Analysis

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