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个人实现一些NLP的算法(分词,关键词提取,实体识别,文本分类,中文摘要,对话,知识图谱,prompt)等等
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nlp_pratice's Introduction
- word2vec
- GLOVE
- CHAR2W
- TEXTCNN
- CHARTEXT
- FASTEXT
- NMT
- ATTENTION-NMT
- HAN_ATTENTION
- SGM
- 机械分词
- CRF分词
- HMM分词
- BiLSTM-CRF分词
- Bert分词
- textCNN
- RNN
- fastxt
- TreeLSTM
- Xgboost
- RF
- Bert(focal_loss)
- Long former
- MMR
- text-rank
- Bert+kmeans
- 抽取任务
- transformer
- transformer-xl
- elmo
- gpt
- bert
- ulmfit
- albert
- mass
- xlnet
- electra
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