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fastNLP
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fastNLP/reproduction
yh_cc a4bd42474e Merge branch 'dev0.5.0' of github.com:fastnlp/fastNLP into dev0.5.0 6 years ago
..
Biaffine_parser 1. 删除Trainer中对train_data必须为DataSet的assert 6 years ago
CNN-sentence_classification * fixing unit tests 6 years ago
Char-aware_NLM remove unused codes; add more tests 6 years ago
Chinese_word_segmentation Dev0.4.0 (#149) 6 years ago
HAN-document_classification optimize CWS example 6 years ago
LSTM+self_attention_sentiment_analysis Dev0.4.0 (#149) 6 years ago
POS_tagging 1. 删除Trainer中对train_data必须为DataSet的assert 6 years ago
Star_transformer Merge pull request #171 from QipengGuo/dev0.5.0 6 years ago
coreference_resolution 指代消解源码 6 years ago
joint_cws_parse 增加joint_cws_parse的代码 6 years ago
matching Add cntn model for matching. 6 years ago
seqence_labelling 1. 修改ELMO加载allennlp的权重; 6 years ago
text_classification add TC/MTL16Loader 6 years ago
README.md 大幅度更新： 6 years ago
__init__.py 1. 将pad的功能从FieldArray中剥离出来，使用Padder完成各种padding操作。 6 years ago
utils.py 1. 修改ELMO加载allennlp的权重; 6 years ago

README.md

模型复现

这里复现了在fastNLP中实现的模型，旨在达到与论文中相符的性能。

复现的模型有:

任务复现

Text Classification (文本分类)

  • still in progress

Matching (自然语言推理/句子匹配)

Sequence Labeling (序列标注)

Coreference resolution (指代消解)

  • still in progress

Summarization (摘要)

  • still in progress

...

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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

Python Jupyter Notebook Text CSV Markdown