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
文本相似度(匹配)计算,提供Baseline、训练、推理、指标分析...代码包含TensorFlow/Pytorch双版本
$ git clone https://github.com/DengBoCong/text-similarity.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
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
An implementation of the BERT model and its related downstream tasks based on the PyTorch framework. @跟我学机器学习
All NLP you Need Here. 目前包含15个NLP demo的pytorch实现(大量代码借鉴于其他开源项目,原先是自己玩的,后来干脆也开源出来)
This is the corresponding code for the book Transformers in Action
BERT classification model for processing texts longer than 512 tokens. Text is first divided into smaller chunks and after feeding them to BERT, intermediate results are pooled. The implementation allows fine-tuning.
Data from GitHub · snapshot Sep 24, 2026