WoBruceWu / text-classificationLinks
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
Sorting:
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆103Updated 4 years ago
- ☆85Updated 5 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.☆175Updated 6 years ago
- 使用pytorch搭建textCNN实现中文文本分类☆128Updated 6 years ago
- 事件知识图谱构建相关的论文, 包含事件抽取、事件关系识别等任务☆81Updated last year
- 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☆72Updated 4 years ago
- some baselines for lic2020 (http://lic2020.cipsc.org.cn/)☆218Updated 5 years ago
- NLP Predtrained Embeddings, Models and Datasets Collections(NLP_PEMDC). The collection will keep updating.☆64Updated 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 6 years ago
- Convolutional Neural Networks for Sentence Classification in PyTorch☆108Updated 7 years ago
- CCKS2020面向金融领域的小样本跨类迁移事件抽取baseline☆55Updated 2 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☆53Updated 4 years ago
- supervised relation extraction for PCNN (Zeng 2014) in pytorch 关系抽取☆138Updated 6 years ago
- 支持百度竞赛数据的中文事件抽取,支持ace2005数据的英文事件抽取,本人将苏神的三元组抽取算法中的DGCNN改成了事件抽取任务,并将karas改成了本人习惯使用的pytorch,在数据加载处考虑了各种语言的扩展☆48Updated 4 years ago
- 文本分类baseline:BERT、半监督学习UDA、对抗学习、数据增强☆102Updated 4 years ago
- pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.☆75Updated 5 years ago
- Nugget Proposal Networks for Chinese Event Detection☆137Updated 6 years ago
- 双向lstm+crf 序列标注☆63Updated 5 years ago
- Source code for the paper "Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network"☆119Updated 5 years ago
- ☆53Updated 5 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
- CCF BDCI 2019 互联网新闻情感分析 复赛top8 代码☆66Updated 5 years ago
- EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.☆137Updated 10 months 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 6 years ago
- chinese-sequence-ner多模型中文命名实体识别☆75Updated 5 years ago
- Pytorch Bert Finetune in Chinese Text Classification☆218Updated last year
- ☆134Updated 2 years ago
- Papers, models and datasets for Aspect-Category Sentiment Analysis.☆67Updated 2 years ago
- 中文无监督SimCSE Pytorch实现☆134Updated 3 years ago
- datafountain☆16Updated 5 years ago