fastHan: A BERT-based Joint Many-Task Toolkit for Chinese NLP

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Other Links: arxiv.org

Abstract:

We present fastHan, an open-source toolkit for four basic tasks in Chinese natural language processing: Chinese word segmentation, Part-of-Speech tagging, named entity recognition, and dependency parsing. The kernel of fastHan is a joint many-task model based on a pruned BERT, which uses the first 8 layers in BERT. We also provide a 4-l...More

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