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TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)
Use Google's BERT for named entity recognition (CoNLL-2003 as the dataset).
BERT 源码阅读
Implemention some Baseline Model upon Bert for Text Classification
keras implement of transformers for humans
文本二分类任务,是否文档是否属于政治上的出访类事件,利用BERT提取特征,模型采用简单的DNN。
bert-ner for chinese with BiLSTM+CRF model
Recognize Bio Medical Named Entity using BioBert transformer
brat rapid annotation tool (brat) - for all your textual annotation needs
ccks baidu entity link 实体链接 第一名
language model in Chinese,基于Pytorch官方文档实现
Python实现的简单聊天室,可以私聊,房间聊天和大厅聊天
极好的ChatGPT中文提示命令,对标awesome-chatgpt-prompts,命令包含awesome-chatgpt-prompts的中文翻译版(不定期翻译更新和优化,命令为英文命令后加zh),以及部分精选的独创中文命令。
聊天室采用socket套接字的c/s架构建设,可以提供多人(理论支持超过千人)在线聊天。服务端是在linux平台下的以无界面方式启动的服务器,客户端有移动端和桌面端两个版本。移动端是基于安卓平台。桌面端程序是基于pyqt写的跨平台桌面客户端。后台数据库采用了mysql数据库。
Python语言基于Socket实现聊天室(包含登录、注册功能)
Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)
CCKS2019中文命名实体识别任务。从医疗文本中识别疾病和诊断、解剖部位、影像检查、实验室检验、手术和药物6种命名实体。现已实现基于jieba和AC自动机的baseline构建、基于BiLSTM和CRF的序列标住模型构建。bert的部分代码主要源于https://github.com/charles9n/bert-sklearn.git 感谢作者。 模型最终测试集得分0.81,还有较大改进空间。可以当做一个baseline。
Pre-trained Chinese ELECTRA(中文ELECTRA预训练模型)
Chinese medical dialogue data 中文医疗对话数据集
The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人,21050首词。
中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。
100+ Chinese Word Vectors 上百种预训练中文词向量
Pre-Trained Chinese XLNet(中文XLNet预训练模型)
A Chinese EHR Bert Pretrained Model.
基于Pytorch的BERT-IDCNN-BILSTM-CRF中文实体识别实现
搜集、整理、发布 中文 自然语言处理 语料/数据集,与 有志之士 共同 促进 中文 自然语言处理 的 发展。
中文分词
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.