Zixin-Zhang

Zixin-Zhang's Stars

• hellonlp/sentiment-analysis

  情感分析、文本分类、词典、bayes、sentiment analysis、TextCNN、classification、tensorflow、BERT、CNN、text classification

  Language:Python40063

• chaoming0625/SentimentPolarityAnalysis

  情感极性分析repository1：基于情感词典、k-NN、Bayes、最大熵、SVM的情感极性分析。

  Language:Python1.2k336

• nishiwen1214/NLP-Dictionary

  情感词典、停用词典、同义词典、程度词典、否定词典、敏感词典

  13136

• DavionWu2018/Sentiment_dictionary

  [数据+代码] 经典的中文情感词典、情感分析停用词、程度副词、否定词表+中文金融情感词典（包括上市公司文本_正式和股吧社媒文本_非正式）...

  Language:Jupyter Notebook8911

• CarryChang/C-CNN-for-Chinese-Sentiment-Analysis

  基于字符级卷积神经网络的细粒度的中文情感分析以及具体的应用，将顾客打分和评论情感进行两极映射，使用数据自动标注和基于弱监督预训练的数据增强方式自动扩充和优化数据集，实验证实了在情感分类中，使用本文的字符级卷积神经网络(C-CNN-SA)可以在不依赖分词的情况下，达到的精度和 F 值均高于词级粒度。并将模型上线使用，利用tensoflow+flask restful做出的后端服务化，具体的项目细节和讲解看右面的ppt

  Language:HTML4014

• bung87/bixin

  Chinese Sentiment Analysis 中文文本情感分析

  Language:Python17764

• dhwajraj/deep-siamese-text-similarity

  Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

  Language:Python1.4k443

• ChunmingHe/awesome-concealed-object-segmentation

  1683

• ChunmingHe/awesome-diffusion-models-in-low-level-vision

  2383

• brightmart/text_classification

  all kinds of text classification models and more with deep learning

  Language:Python7.8k2.6k

• terrifyzhao/text_matching

  常用文本匹配模型tf版本，数据集为QA_corpus，持续更新中

  Language:Python672188

• wuomzfx/pdfGPT

  基于 openai api 的超长 PDF 解析服务

  Language:JavaScript26745

• 649453932/Chinese-Text-Classification-Pytorch

  中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

  Language:Python5.2k1.2k

• facebookresearch/fastText

  Library for fast text representation and classification.

  Language:HTML25.8k4.7k

• galsang/CNN-sentence-classification-pytorch

  Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.

  Language:Python16150

• DongjunLee/text-cnn-tensorflow

  Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

  Language:Python25268

• zackhy/TextClassification

  Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).

  Language:Python19459

• yoonkim/CNN_sentence

  CNNs for sentence classification

  Language:Python2k827

• dav/word2vec

  This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently used in many natural language processing applications and for further research.

  Language:C1.6k617

• prakashpandey9/Text-Classification-Pytorch

  Text classification using deep learning models in Pytorch

  Language:Python807239

• kk7nc/Text_Classification

  Text Classification Algorithms: A Survey

  Language:Python1.8k545

• dennybritz/cnn-text-classification-tf

  Convolutional Neural Network for Text Classification in Tensorflow

  Language:Python5.6k2.8k

• keishinkickback/Pytorch-RNN-text-classification

  Word Embedding + LSTM + FC

  Language:Python15737

• FudanNLP/Tibetan-Classification

  Language:Python187

• Pinlong-Zhao/SDGCN

  Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification

  Language:Python5324

• GeneZC/ASGCN

  Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"

  Language:Python29167

• BinLiang-NLP/AAGCN-ACSA

  [EMNLP 2021] Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge

  Language:Python483

• miladvazan/Aspect-based-Sentiment-Analysis-in-Persian-Reviews

  Jointly Modeling Aspect and Polarity for Aspect-based Sentiment Analysis in Persian Reviews

  Language:Jupyter Notebook31

• abdullahkhilji/text_gcn

  Graph Convolutional Networks for Text Classification. AAAI 2019

  1

• yao8839836/fast_text_gcn

  FastGCN for inductive text classification

  Language:Python8522