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The Top 23 Knowledge Graph Relation Extraction Open Source Projects

Open source projects categorized as Knowledge Graph Relation Extraction
Categories > Content Management > Knowledge Graph
Categories > Machine Learning > Relation Extraction
Agriculture_knowledgegraph ⭐ 2,776
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
most recent commit 3 years ago
Deepke ⭐ 2,679
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
total releases 111most recent commit 3 months ago
Knowledge Graphs ⭐ 1,599
A collection of research on knowledge graphs
most recent commit 2 years ago
Knowledge Graph Learning ⭐ 662
A curated list of awesome knowledge graph tutorials, projects and communities.
most recent commit a year ago
Promptkg ⭐ 561
PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.
total releases 6most recent commit 4 months ago
Chatie ⭐ 460
official repository for ChatIE paper and a tool of IE using ChatGPT. Note: we set defaul openai key. If keys exceed plan and are invalid, please tell us. The response speed depends on openai. ( sometimes, the official is too crowded and the speed/model will be slow/overloaded.)
most recent commit 8 months ago
Casrel ⭐ 440
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.
most recent commit 4 years ago
Knowledgegraph ⭐ 376
knowledge graph知识图谱,从零开始构建知识图谱
most recent commit 7 months ago
Bert Attributeextraction ⭐ 185
USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。
most recent commit 5 years ago
Shukongdashi ⭐ 168
使用知识图谱，自然语言处理，卷积神经网络等技术，基于python语言，设计了一个数控领域故障诊断专家
most recent commit 8 months ago
Autokg ⭐ 155
Code and dataset for the paper "LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities".
most recent commit 5 months ago
Falcon2.0 ⭐ 104
Falcon 2.0 is a joint entity and relation linking tool over Wikidata.
most recent commit a year ago
Mkgformer ⭐ 97
Code for the SIGIR2022 paper "Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion."
most recent commit a year ago
Low Resource Kepapers ⭐ 93
A Paper List of Low-resource Information Extraction
most recent commit 4 months ago
Generative_kg_construction_papers ⭐ 74
Repository for the EMNLP2022 paper "Generative Knowledge Graph Construction: A Review".
most recent commit 9 months ago
Bbw ⭐ 51
Semantic annotator "boosted by wiki": Matching CSV to a Wikibase instance (e.g., Wikidata) via Meta-lookup
total releases 3most recent commit 3 years ago
Medical_knowledge_graph_app Master ⭐ 38
医药知识图谱自动问答系统实现，包括构建知识图谱、基于知识图谱的流水线问答以及前端实现。实体识别（基于
most recent commit 2 years ago
Lrebench ⭐ 30
Code for the EMNLP2022 paper "Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study."
most recent commit 10 months ago
Kgpool ⭐ 23
[ACL 2021] KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction
most recent commit 2 years ago
Knowledge Graph Nlp In Action ⭐ 19
从模型训练到部署，实战知识图谱(Knowledge Graph)&自然语言处理(NLP)。涉及 Tensorflow, Bert+Bi-LSTM+CRF,Neo4j等 涵盖 Named Entity Recognition,Text Classify,Information Extraction,Relation Extraction 等任务。
most recent commit 4 years ago
Continuemkgc ⭐ 17
Code for the paper "Continual Multimodal Knowledge Graph Construction"
most recent commit 3 months ago
Rap ⭐ 16
Code for the SIGIR2023 paper "Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction"
most recent commit a year ago
Aacl Ijcnlp2022 Kgc Tutorial ⭐ 15
Materials for AACL-IJCNLP-2022 tutorial: Efficient and Robust Knowledge Graph Construction
most recent commit a year ago
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