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tjl's Projects

elmoner icon elmoner

基于ELMo, tensorflow的中文命名实体标注 Chinese Named Entity Recognition Based on ELMo

kg_movie icon kg_movie

构建一个电影的知识图谱实例

nlp icon nlp

NLP 相关的项目 如：词向量，文本分类，文本匹配，NER，信息抽取，文本生成以及NLP在电商中的应用

nlp-project icon nlp-project

including text classifier, language model, pre_trained model, multi_label classifier, text generator, dialogue. etc

nlpcc2016kbqa icon nlpcc2016kbqa

KBQA based on the NLPCC2016 dataset, including reimplementation of NLPCC2016 best team`s QA.

pytorch-pratice icon pytorch-pratice

利用pythorch来构建lstm,rnn等模型来进行图片分类或画出时间序列曲线

roberta_zh icon roberta_zh

RoBERTa中文预训练模型: RoBERTa for Chinese

text-classifier icon text-classifier

2018达观杯文本智能处理比赛，文本分类主题，最终排名 8/3462

text_classify_by_keras icon text_classify_by_keras

keras 搭建文本分类模型，textcnn/bi_gru/cnn+rnn_binglian/cnn+rnn_cuanlian/fasttext/att_bi_gru/rcnn,其中前面四个模型只有create_model函数不同，其余相同，fasttext和rcnn增加了数据预处理，att_bi_gru,增加了attention类

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

word-embedding icon word-embedding

Word2vec, Fasttext, Glove, Elmo, Bert, Flair pre-train Word Embedding

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