A curated list of awesome knowledge graph tutorials, projects and communities. Both Chinese and English resource are listed in language respectively. Please feel free to pull requests to add links.

• Papers
• Useful Articles/Slides
• Courses and Lectures
• Datasets
• Implementations and Tools
• Community

• Computing recommendations via a Knowledge Graph-aware Autoencoder (2018). Vito Bellini et al. [PDF]

• An Empirical Comparison of Knowledge GraphEmbeddings for Item Recommendation (2018). Enrico Palumbo et al. [PDF]

• DKN: Deep Knowledge-Aware Network for News Recommendation (2018). Hongwei Wang et al. [PDF], [Code]

• entity2rec: Learning User-Item Relatedness from Knowledge Graphs for Top-N Item Recommendation (2017). Enrico Palumbo et al. [PDF], [Code]

• Interactive Recommendations by Combining User-Item Preferences with Linked Open Data (2018). Surya Kallumadi, William H. Hsu. [PDF]

• Knowledge Graph Embeddings with node2vecfor Item Recommendation (2018). [PDF]

• WhySoMuch: Recommendation System Using User-Item Profile Builded by Knowledge Graph. [Link]

• Knowledge Graph Embedding: A Survey of Approaches and Applications (2017). Quan Wang, et al. [PDF]
• KRLPapers: Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE). [Link]

• 知识图谱论文合集
• 知识图谱入门 (三)

• A SURVEY ON RELATION EXTRACTION (CMU)
• Relation Extraction: CSE 517: Natural Language Processing
• Relation Extraction II: CSE 517: Natural Language Processing

• 事件抽取与金融事件图谱构建

• Deep Learning in Knowledge Graph (2018), [Note]
• 知识图谱研究进展 (2017), 漆桂林等人. [PDF]
• 知识图谱构建技术综述 (2016), 刘峤等人. [PDF]
• 知识图谱技术综述 (2016), 徐增林等人. [PDF]
• 知识图谱：大数据语义链接的基石 (2014), 李涓子. [PPT]
• 垂直知识图谱构造工具与行业应用 (2014), 阮彤. [PPT]
• Summary of Translate Model for Knowledge Graph Embedding

• 从零开始构建知识图谱（知乎专栏）

• SemEval-2010 Task 8, link 2
• TACRED(charge)

• Annotated-Semantic-Relationships-Datasets(English)
• OpenKG.CN Datasets List(Chinese)
• Zhishi.me(Chinese)

• Knowledge Graph Demo (上市公司高管图谱), 文章
• KGQA_HLM (红楼梦 人物关系可视化及问答系统)
• 从零开始搭建一个电影知识图谱
• 基于elasticsearch的KBQA实现及示例
• 电影知识图谱以及KBQA实现, 知乎文章

• [Resource] Useful tools & lecture related to data science(中文)
• Annotation tool: doccano
• OpenNRE: An Open-Source Package for Neural Relation Extraction (NRE) implemented in TensorFlow, NER paper
• DeepDive: a system to extract value from dark data, Homepage, Papers
• HanLP: Han Language Processing（汉语言处理包）
• 句法依存分析抽取事实三元组
• cnSchema - 开放的中文知识图谱schema
• 知识图谱API
• OpenKE: An Open-source Framework for Knowledge Embedding
• Zhishi.me: Chinese Linking Open Data Online API

• OpenKG.CN (开放的中文知识图谱)
• 北京知识图谱学习小组