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Rui Li's Projects

ccks2018summary icon ccks2018summary

self summary after attending 2018全国知识图谱与语义计算大会,China Conference on Knowledge Graph and Semantic Computing

doubanrecommend icon doubanrecommend

基于豆瓣图书的推荐、知识图谱与知识引擎简单构建neo4j

graphsage icon graphsage

Representation learning on large graphs using stochastic graph convolutions.

induction_experiments icon induction_experiments

Data sets used in the paper: On Inductive Abilities of Latent Factor Models for Relational Learning.

kg-reeval icon kg-reeval

ACL 2020: A Re-evaluation of Knowledge Graph Completion Methods

kge icon kge

LibKGE - A knowledge graph embedding library for reproducible research

knowledge-graph icon knowledge-graph

深度学习与自然语言处理、知识图谱、对话系统。包括知识获取、知识库构建、知识库应用三大技术研究与应用。

lightkg icon lightkg

基于Pytorch和torchtext的知识图谱深度学习框架,包含知识表示学习、实体识别与链接、实体关系抽取、事件检测与抽取、知识存储与查询、知识推理六大功能模块,已实现了命名实体识别、关系抽取、事件抽取、表示学习等功能。框架功能丰富,开箱可用,极易上手!基本都是学习他人实现然后自己修改融合到框架中,没有细致调参,且有不少Bug~

openke icon openke

An Open-Source Package for Knowledge Embedding (KE)

os- icon os-

进程管理、处理器调度、存储管理、磁盘移臂调度、文件管理

pathcon icon pathcon

Combining relational context and relational paths for knowledge graph completion

pygat icon pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

qasystemonmedicalkg icon qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建,自动问答,基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱,并以该知识图谱完成自动问答与分析服务。

relationprediction icon relationprediction

ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs

vlp icon vlp

To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion

web_kg icon web_kg

爬取百度百科中文页面,抽取三元组信息,构建中文知识图谱

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