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Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。
Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
The BiLSTM-CRF model implementation in Tensorflow, for sequence labeling tasks.
Pytorch BERT-BiLSTM-CRF For NER
BERT-NER (nert-bert) with google bert https://github.com/google-research.
基于BI-LSTM+CRF的中文命名实体识别 Pytorch
Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合
NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.
A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.
A PyTorch implementation of a BiLSTM \ BERT \ Roberta (+ BiLSTM + CRF) model for Chinese Word Segmentation (中文分词) .