Pierre Monnin · @piermonn
29 followers · 23 posts · Server sigmoid.socialPyGraft will help you generate new and tailored benchmark KG #datasets useful in various fields including but not limited to #neurosymbolicAI, #linkPrediction, #nodeClassification, #nodeClustering, #ontology repairing, pattern mining, reasoning, scalability studies, etc.
Feel free to download, star, fork, share and tell us about any usage you foresee! We welcome all contributions or ideas to improve PyGraft! Looking forward to feedback from #semanticWeb #machineLearning and other communities!
#datasets #NeuroSymbolicAI #linkprediction #nodeclassification #nodeclustering #ontology #semanticweb #machinelearning
Harald Sack · @lysander07
628 followers · 362 posts · Server sigmoid.social
As a 2nd topic of this last #ise2023 lecture, we were discussing #KnowledgeGraph Completion. Most simple approach for unsupervised #linkprediction based on (here translation-based) knowledge graph embeddings was explained on the example of Isaac Asimov.
Slides: https://drive.google.com/file/d/1atNvMYNkeKDwXP3olHXzloa09S5pzjXb/view?usp=drive_link
@fizise @enorouzi #scifi #knowledgegraphs #ai #deeplearning #embeddings
#ise2023 #knowledgegraph #linkprediction #scifi #KnowledgeGraphs #ai #deeplearning #embeddings
Harald Sack · @lysander07
613 followers · 352 posts · Server sigmoid.social
Topics of the last #ise2023 lecture; The Graph in #KnowledgeGraphs, Knowledge Graph Completion, A Brief History of Large Language Models, and Knowledge Graphs and Large Language Models. I will highlight some topics with the upcoming toots...
Slides: https://drive.google.com/file/d/1atNvMYNkeKDwXP3olHXzloa09S5pzjXb/view?usp=drive_link
#llms #languagemodels #deeplearning #linkprediction #kgc #lecture #machinelearning #transformers #gpt @fizise @enorouzi
#ise2023 #KnowledgeGraphs #LLMs #languagemodels #deeplearning #linkprediction #KGC #lecture #machinelearning #Transformers #gpt
Pierre Monnin · @piermonn
1 followers · 1 posts · Server sigmoid.social
Thrilled to announce our new preprint "Sem@K: Is my knowledge graph embedding model semantic-aware?" on arXiv: https://arxiv.org/pdf/2301.05601.pdf
w/ Nicolas Hubert, Armelle Brun, Davy Monticolo
#knowledgeGraph #neuroSymbolicAI #artificialIntelligence #machineLearning #linkPrediction
#knowledgegraph #NeuroSymbolicAI #artificialintelligence #machinelearning #linkprediction