WoBruceWu / text-classification
text classification with deep learning model and traditional ways
☆53Updated 5 years ago
Alternatives and similar repositories for text-classification:
Users that are interested in text-classification are comparing it to the libraries listed below
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆101Updated 4 years ago
- torchtext使用总结,从零开始逐步实现了torchtext文本预处理过程,包括截断补长,词表构建,使用预训练词向量,构建可用于PyTorch的可迭代数据等步骤。并结合Pytorch实现LSTM.☆172Updated 5 years ago
- NLP Predtrained Embeddings, Models and Datasets Collections(NLP_PEMDC). The collection will keep updating.☆64Updated 5 years ago
- pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.☆75Updated 5 years ago
- 双向lstm+crf 序列标注☆63Updated 5 years ago
- ☆27Updated 4 years ago
- ☆61Updated 4 years ago
- CCF BDCI 2019 互联网新闻情感分析 复赛top8 代码☆66Updated 5 years ago
- 使用分层注意力机制 HAN + 多任务学习 解 决 AI Challenger 细粒度用户评论情感分析 。https://challenger.ai/competition/fsauor2018☆58Updated 5 years ago
- 文本分类baseline:BERT、半监督学习UDA、对抗学习、数据增强☆100Updated 3 years ago
- Code for the paper ``Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model''☆174Updated 5 years ago
- 使用pytorch搭建textCNN实现中文文本分类☆127Updated 5 years ago
- ☆84Updated 4 years ago
- bert annotation, input and output for people from scratch, 代码注释, 有每一步的输入和输出, 适合初学者☆93Updated 2 years ago
- Convolutional Neural Networks for Sentence Classification in PyTorch☆107Updated 6 years ago
- 疫情期间网民情绪识别比赛分享+top1~3解决方案☆51Updated 4 years ago
- DIAC2019基于Adversarial Attack的问题等价性判别比赛☆81Updated 5 years ago
- ☆88Updated 3 years ago
- 基于Pytorch实现的一些经典自然语言处理模型中文短文本分类任务,包含TextCNN,TextRCNN,FastText,BERT,ROBERT以及ERNIE☆52Updated 4 years ago
- 互联网新闻情感分析赛题baseline☆42Updated 5 years ago
- Capsule, LSTM/GRU, CNN for text class implemented by Pytorch 胶囊网络, 循环神经网络和卷积神经网络在中文文本分类中的应用☆43Updated 6 years ago
- bert pytorch模型微调用于的多标签文本分类☆128Updated 5 years ago
- supervised relation extraction for PCNN (Zeng 2014) in pytorch 关系抽取☆136Updated 5 years ago
- bert for chinese text classification☆142Updated 6 years ago
- 这是一个seq2seq模型,编码器是bert,解码器是transformer的解码器,可用于自然语言处理中文本生成领域的任务☆71Updated 5 years ago
- implementation pointer-generator-network by pytorch and python3☆84Updated 5 years ago
- Clustering text with Bert☆56Updated 4 years ago
- the implementation for Disconnected Recurrent Neural Networks☆34Updated 6 years ago
- Chinese Named Entity Recognition Using Neural Network☆29Updated 2 years ago
- EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.☆138Updated 7 months ago