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fastNLP/reproduction/Star_transformer
xuyige 570b214dfb 增加fastNLP.embeddings模块并修改对应的现有代码以适配fastNLP.embeddings 5 years ago
..
README.md [bug fix] sst loader, star-transformer 5 years ago
datasets.py fix bug in load dataset test code 5 years ago
modules.py Dev0.4.0 (#149) 5 years ago
run.sh fix and improve star_trans on SST 5 years ago
train.py 增加fastNLP.embeddings模块并修改对应的现有代码以适配fastNLP.embeddings 5 years ago
util.py Dev0.4.0 (#149) 5 years ago

README.md

Star-Transformer

paper: Star-Transformer

Performance (still in progress)

任务 数据集 SOTA 模型表现
Pos Tagging CTB 9.0 - ACC 92.31
Pos Tagging CONLL 2012 - ACC 96.51
Named Entity Recognition CONLL 2012 - F1 85.66
Text Classification SST - 51.2
Natural Language Inference SNLI - 83.76
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一款轻量级的自然语言处理（NLP）工具包，目标是减少用户项目中的工程型代码，例如数据处理循环、训练循环、多卡运行等

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