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使用预训练语言模型ALBERT做中文NER
Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
整理开源的中文大语言模型,以规模较小、可私有化部署、训练成本较低的模型为主,包括底座模型,垂直领域微调及应用,数据集与教程等。
Awesome Pretrained Chinese NLP Models,高质量中文预训练模型集合
使用预训练语言模型BERT做中文NER
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
BERT distillation(基于BERT的蒸馏实验 )
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。
在ner任务上实验bert_of_thesues论文里的蒸馏方案
基于Bert的文本相似度训练框架框架,包含了cross_encoder(Bert A,B句)和bi_encoder(sentenceBert和SimCSE)两种常见的文本相似度
ChineseNER based on BERT, with BiLSTM+CRF layer
基于BERT+Biaffine结构的关系抽取模型
This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.
“英特尔创新大师杯”深度学习挑战赛 赛道2:CCKS2021中文NLP地址要素解析
汉字字符特征提取工具,可以提取出字符中的字音(声母、韵母、声调)、字形(偏旁、部首)、四角编码等特征,同时可作为tensor输入到模型
基于金融-司法领域(兼有闲聊性质)的聊天机器人,其中的主要模块有信息抽取、NLU、NLG、知识图谱等,并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
A cross-platform ChatGPT/Gemini UI (Web / PWA / Linux / Win / MacOS). 一键拥有你自己的跨平台 ChatGPT/Gemini 应用。
🚀 一键部署(含离线整合包)!基于 ChatTTS ,支持音色抽卡、长音频生成和分角色朗读。简单易用,无需复杂安装。
上下位知识获取
中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)
“万创杯”中医药天池大数据竞赛——中医文献问题生成挑战 决赛 第一名方案
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。
中华新华字典数据库。包括歇后语,成语,词语,汉字。提供新华字典API。
基于SpanBert的中文指代消解,pytorch实现
Knowledge Graph
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
Code associated with the Don't Stop Pretraining ACL 2020 paper
对ACL2020 FastBERT论文的复现,论文地址:https://arxiv.org/pdf/2004.02178.pdf
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
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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.