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awesome-knowledge-graph
https://github.com/brianWeng0223/awesome-knowledge-graph
Last synced: 2 days ago
JSON representation
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理论及论文
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KG-Augmented LMs(知识图谱增强语言模型)
- K-BERT: Enabling Language Representation with Knowledge Graph
- Inducing Relational Knowledge from BERT
- Latent Relation Language Models
- Inducing Relational Knowledge from BERT
- Integrating Graph Contextualized Knowledge into Pre-trained Language Models
- Latent Relation Language Models
- Integrating Graph Contextualized Knowledge into Pre-trained Language Models
- SENSEMBERT: Context-Enhanced Sense Embeddings for Multilingual Word Sense Disambiguation
- ERNIE: Enhanced Language Representation with Informative Entities
- K-BERT: Enabling Language Representation with Knowledge Graph
- K-ADAPTER- Infusing Knowledge into Pre-Trained Models with Adapters
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Entity aligning(实体对齐)
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知识库问答-KBQA
- Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset
- Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset
- Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering
- Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering
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KG Completion(图谱补全)
- Differentiable Reasoning on Large Knowledge Bases and Natural Language
- KG-BERT: BERT for Knowledge Graph Completion
- Differentiable Reasoning on Large Knowledge Bases and Natural Language
- Diachronic Embedding for Temporal Knowledge Graph Completion
- Commonsense Knowledge Base Completion with Structural and Semantic Context
- KG-BERT: BERT for Knowledge Graph Completion
- Diachronic Embedding for Temporal Knowledge Graph Completion
- Commonsense Knowledge Base Completion with Structural and Semantic Context
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Reasoning(推理)
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Representation&Embedding（表示&嵌入）
- KBGAN: Adversarial Learning for Knowledge Graph Embeddings. NAACL 2018. Cai, Liwei, and William Yang Wang.
- Holographic embeddings of knowledge graphs
- Bootstrapping Entity Alignment with Knowledge Graph Embedding. IJCAI 2018. Zequn Sun, Wei Hu, Qingheng Zhang and Yuzhong Qu.
- KBGAN: Adversarial Learning for Knowledge Graph Embeddings. NAACL 2018. Cai, Liwei, and William Yang Wang.
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工具
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图谱及数据集
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推广技术文章
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2018
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2017
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2019
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视频课程
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CSDN视频课
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贪心学院知识图谱课程
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小象学院知识图谱课程
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评测竞赛
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机构及人物
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会议交流及讲座
Programming Languages
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