Speed breaker and pothole detection using deep learning (tensorflow models). I have used SSD mobilenet and Faster RCNN algorithms on the dataset.

Named entity and triple Dataset to create knowledge graphs for Cybersecurity education

knowledge graph for security

Official repository for MalKG

Information Security Knowledge Graph about NVD CAPEC CWE CPE ..

Source code for ACL 2019 paper "Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge"

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

A pytorch implementation of Capsule Network.

A Capsule Implement with Pure Keras

My Reading Lists of Deep Learning and Natural Language Processing

distant supervised relation extraction models: PCNN MIL (Zeng 2015), PCNN+ATT(Lin 2016). 关系抽取

实体关系抽取，使用了百度比赛的数据集。使用pytorch实现MultiHeadJointEntityRelationExtraction，包含Bert、Albert、gru的使用，并且添加了对抗训练。最后使用Flask和Neo4j图数据库对模型进行了部署

CHIP 2020 中文医学文本实体关系抽取

ChinesePersonRelationGraph, person relationship extraction based on nlp methods.中文人物关系知识图谱项目,内容包括中文人物关系图谱构建,基于知识库的数据回标,基于远程监督与bootstrapping方法的人物关系抽取,基于知识图谱的知识问答等应用。

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

中文关系抽取

Bert-based models(BERT, MTB, CP) for relation extraction.

Bert-based models(BERT, MTB, CP) for relation extraction.

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer

Cascade bert+word vec and one layer FLAT, trained by adversarial FGM and Stochastic Weight Averaging

bert-flat 简化版 添加了很多注释

An implementation of BERT for cybersecurity named entity recognition

A collection of awesome github repositories about security

A collection of tips for scientific research