Text Classification
Feuoy/sentiment-analysis
用MLP、TextCNN、RNN、LSTM、GRU、Attention、RCNN、BERT做文本分类、情感分析,对比各模型于温泉旅游评论垂类语料下在情感分类任务上的表现
💖 Sentiment Analysis🧬 Embeddings🧠 Natural Language Processing
Jupyter NotebookMITupdated May 19, 2021
A Benchmark of Text Classification in PyTorch
$ git clone https://github.com/FreedomIntelligence/TextClassificationBenchmark.git用MLP、TextCNN、RNN、LSTM、GRU、Attention、RCNN、BERT做文本分类、情感分析,对比各模型于温泉旅游评论垂类语料下在情感分类任务上的表现
Implementation of papers for text classification task on DBpedia
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction
中文文本分类任务,基于PyTorch实现(TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention, DPCNN, Transformer,Bert,ERNIE),开箱即用!
OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目,支持中英双语、多种模型、多种任务。
Data from GitHub · snapshot Sep 24, 2026