temporal-knowledge-graph

There are 8 repositories under temporal-knowledge-graph topic.

shaoxiongji / knowledge-graphs
A collection of research on knowledge graphs
knowledge-graph representation-learning relation-extraction reasoning natural-language-processing temporal-knowledge-graph ner commonsense meta-relational-learning cross-modal knowledge-graph-completion question-answering dialogue-systems recommendation-systems information-retrieval survey paper
Language:JavaScript 1606
LIANGKE23 / Awesome-Knowledge-Graph-Reasoning
AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets
knowledge-graph temporal-knowledge-graph multi-modal-knowledge-graph knowledge-graph-reasoning knowledge-graph-complete inductive-reasoning transductive-reasoning interpolation-reasoning extrapolation-reasoning knowledge-graph-dataset
954
Cantoria / dynamic-graph-papers
Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph
dynamic-graphs dynamic-heterogeneous-networks social-network social-knowledge-graph temporal-networks temporal-knowledge-graph
388
NamyongPark / EvoKG
[WSDM 2022] EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs
knowledge-graph temporal-networks dynamic-networks temporal-reasoning temporal-knowledge-graph knowledge-reasoning graph-neural-networks
Language:Python 43
LinXueyuanStdio / TFLEX
[NeurIPS 2023] TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph
knowledge-graph knowledge-graph-reasoning temporal-knowledge-graph temporal-logic
Language:Jupyter Notebook 25
stmrdus / tkger
Some papers on Temporal Knowledge Graph Embedding and Reasoning
knowledge-graph-embedding optimization reinforcement-learning survey temporal-knowledge-graph
Language:Python 25
CRIPAC-DIG / HGLS
[WWW 2023] The source code of "Learning Long- and Short-term Representations for Temporal Knowledge Graph Reasoning"
temporal-knowledge-graph
Language:Python 23
zhangfw123 / TLT-KGE
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion
knowledge-graph knowledge-graph-completion knowledge-graph-embedding knowledge-graph-embeddings temporal-knowledge-graph temporal-knowledge-graphs
Language:Python 21
INK-USC / DArtNet
Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution
deep-learning temporal-knowledge-graph timeseries-forecasting graph-neural-networks
Language:Python 19
chenhan97 / TimeLlama
The official repo of TimeLlama, an instruction-finetuned Llama2 series that improve complex temporal reasoning ability.
chatgpt event-forecasting explainability large-language-models llama2 natural-language-processing temporal-knowledge-graph temporal-reasoning gpt4 knowledge-graph temporal-knowledge-graphs
Language:Python 17
iodike / ChronoKGE
ChronoKGE - A knowledge graph embedding framework for time-focused representation learning (RepL4NLP @ ACL 2022)
temporal-knowledge-graph temporal-link-prediction knowledge-graph knowledge-graph-embeddings knowledge-graph-completion
Language:Python 11
SwayambhuNathRay / HyTE-EMNLP-2018
EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
emnlp-2018 knowledge-graph knowledge-graph-embeddings paper temporal-knowledge-graph tensorflow
Language:Python 3
Mehran-k / DE-SimplE
Code for https://arxiv.org/abs/1907.03143
de-simple diachronic-embeddings knowledge-graph-completion knowledge-graph-embedding temporal-knowledge-graph
Language:Python 2
anisyusof-sc / kg-cs6216
A study to find a suitable temporal-based embedding model in detecting IoT malware through network analysis
embedding-models iot-security knowledge-graph network-analysis temporal-knowledge-graph
1