BrambleXu / knowledge-graph-learning

A curated list of awesome knowledge graph tutorials, projects and communities.
MIT License
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knowledge-graph knowledge-graph-embeddings relation-extraction

awesome-knowledge-graphAwesome

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.

Table of Contents

Papers

I write notes of paper and post them in the issue. It is written in Chinese. Feel free to post your notes no matter what language you use.

Knowledge Graph Related task

other non-related task paper

**Tag with task** - [Annotation](https://github.com/BrambleXu/knowledge-graph-learning/issues?utf8=✓&q=label%3AAnnotation%28T%29+) - [Coreference Resolution](https://github.com/BrambleXu/knowledge-graph-learning/issues?utf8=✓&q=+label%3ACR%28T%29+) - [Data Augmentation](https://github.com/BrambleXu/knowledge-graph-learning/issues?q=is%3Aopen+is%3Aissue+label%3ADataAug%28T%29) - [Dependency Parsing](https://github.com/BrambleXu/knowledge-graph-learning/issues?utf8=✓&q=label%3ADP%28T%29+) - [Domain Adaptation/Domain Specific](https://github.com/BrambleXu/knowledge-graph-learning/issues?utf8=✓&q=label%3ADA%28T%29+) - [Natural Language Understanding](https://github.com/BrambleXu/knowledge-graph-learning/issues?utf8=✓&q=label%3ANLU%28T%29+) - [Neural Machine Translation](https://github.com/BrambleXu/knowledge-graph-learning/issues?utf8=✓&q=+label%3ANMT%28T%29+) - [Question Answering/Machine Comprehension](https://github.com/BrambleXu/knowledge-graph-learning/issues?utf8=✓&q=label%3AQA%28T%29+) - [Recommendation](https://github.com/BrambleXu/knowledge-graph-learning/issues?q=is%3Aopen+is%3Aissue+label%3ARecommendation%28T%29) - [Relational Reasoning](https://github.com/BrambleXu/knowledge-graph-learning/issues?q=label%3ARR%28T%29) - [Summarization](https://github.com/BrambleXu/knowledge-graph-learning/issues?q=is%3Aopen+is%3Aissue+label%3ASummarization%28T%29) - [Slot Filling](https://github.com/BrambleXu/knowledge-graph-learning/issues?utf8=✓&q=+label%3ASF%28T%29+) - [Text Classification](https://github.com/BrambleXu/knowledge-graph-learning/issues?q=label%3ATC%28T%29) **Tag with Model** - [BERT](https://github.com/BrambleXu/knowledge-graph-learning/issues?q=label%3ABERT%28M%29) - [Embedding/Pre-train Model/Task](https://github.com/BrambleXu/knowledge-graph-learning/issues?utf8=✓&q=+label%3AEmbedding+) - [End-to-end Model](https://github.com/BrambleXu/knowledge-graph-learning/issues?utf8=✓&q=label%3AE2E%28M%29+) - [Graph Neural Network](https://github.com/BrambleXu/knowledge-graph-learning/issues?utf8=✓&q=label%3AGNN%28M%29+) - [Multi-Task/Joint Learning](https://github.com/BrambleXu/knowledge-graph-learning/issues?utf8=✓&q=+label%3AMTL%28M%29+) - [Transformer Based Model](https://github.com/BrambleXu/knowledge-graph-learning/issues?utf8=✓&q=+label%3ATransformer%28M%29+)

Useful Articles/Slides

Relation Extraction

Event Extraction

Survey

Courses and Lectures

Datasets

Relation Extraction Dataset

Open datasets

Implementations and Tools

Implementations

Tools

Community