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☆102Updated 4 years ago
- ☆85Updated 5 years ago
- 使用pytorch搭建textCNN实现中文文本分类☆127Updated 6 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
- ☆61Updated 4 years ago
- pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.☆76Updated 5 years ago
- ☆53Updated 5 years ago
- 双向lstm+crf 序列标注☆63Updated 5 years ago
- Implementation of paper☆37Updated 3 years ago
- 2020 CCF大数据与计算智能大赛-非结构化商业文本信息中隐私信息识别-第7名方案☆73Updated 4 years ago
- The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions☆236Updated 4 years ago
- CCF BDCI 2019 互联网新闻情感分析 复赛top8 代码☆66Updated 5 years ago
- Source code for the paper "Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network"☆119Updated 5 years ago
- some baselines for lic2020 (http://lic2020.cipsc.org.cn/)☆218Updated 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
- 中文无监督SimCSE Pytorch实现☆134Updated 3 years ago
- EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.☆138Updated 8 months ago
- ☆29Updated 5 years ago
- the implementation for Disconnected Recurrent Neural Networks☆34Updated 6 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
- Use deep models including BiLSTM, ABCNN, ESIM, RE2, BERT, etc. and evaluate on 5 Chinese NLP datasets: LCQMC, BQ Corpus, ChineseSTS, OCN…☆76Updated 2 years ago
- Official implementation of AAAI-21 paper "Label Confusion Learning to Enhance Text Classification Models"☆116Updated 2 years ago
- bert for chinese text classification☆142Updated 6 years ago
- DIAC2019基于Adversarial Attack的问题等价性判别比赛☆81Updated 5 years ago
- The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification☆111Updated 4 years ago
- 天池大赛疫情文本挑战赛线上第三名方案分享☆229Updated 4 years ago
- 阿里天池赛:CCKS2021 运营商知识图谱推理问答☆48Updated 3 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
- 一个关于百度2019语言与智能技术竞赛信息抽取 (http://lic2019.ccf.org.cn/kg) 模型, 模型采用BERT+CNN。DEMO地址 https://github.com/Wangpeiyi9979/InformationExtractionDem…☆187Updated 5 years ago