Computing similarity of two sentences with google's BERT algorithm。利用Bert计算句子相似度。语义相似度计算。文本相似度计算。

NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。

评论的细粒度分类，6大类20小类。基于 CNN_Gate_Aspect 及 ALBERT 模型，d3.js 可视化预测结果

Rank 26 on the A leaderboard, Rank 16 on the B leaderboard.

Implement of TransE, TransH, KG2E with pytorch

bert-bilstm-crf implemented in pytorch for named entity recognition.

Code for ACL 2021 paper "ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information"

Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification

基于Tensorflow2.3开发的NER模型，都是CRF范式，包含Bilstm(IDCNN)-CRF、Bert-Bilstm(IDCNN)-CRF、Bert-CRF，可微调预训练模型，可对抗学习，用于命名实体识别，配置后可直接运行。

汉字字符特征提取器 (featurizer)，提取汉字的特征（发音特征、字形特征）用做深度学习的特征 ｜ A Chinese character feature extractor, which extracts the features of Chinese characters (pronunciation features, glyph features) as features fo…

😸一个快速开发脚手架，快速搭建企业级后台管理系统，并提供多种便捷starter进行功能扩展。主要功能包括前后台用户分离，菜单权限，数据权限，定时任务，访问日志，操作日志，异常日志，统一异常处理，XSS过滤，SQL防注入，国际化 等多种功能

Force directed graph implementation using D3.js

Neo4j graph visualization using D3.js

Differentiable Learning of Logical Rules for Knowledge Base Reasoning

Keras-based implementation of Relational Graph Convolutional Networks

code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.

Credibility Evaluation

TTMF: A Triple Trustworthiness Measurement Frame for Knowledge Graphs

A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020

对KGCN的代码做了一些注释，希望有需要的同学看了后有所帮助。

A tensorflow implementation of RippleNet

A tensorflow implementation of Knowledge Graph Convolutional Networks

使用知识图谱，自然语言处理，卷积神经网络等技术，基于python语言，设计了一个数控领域故障诊断专家系统

基于多图神经网络的领域知识和语法结构融合的中文医疗问询意图识别方法

基于pytorch的中文意图识别和槽位填充

基于知识图谱的问答系统设计与实现，附带一个可视化的demo

Neo4j + vis.js = neovis.js. Graph visualizations in the browser with data from Neo4j.

Knowledge Graph,Question Answering System，基于知识图谱和向量检索的医疗诊断问答系统