#kge — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #kge, aggregated by home.social.
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Katrin Göring-Eckardt kommt nach Stendal!
Am Dienstag, 27.01.2026 um 19:30 Uhr liest @GoeringEckardt aus ihrem Buch „Deutschland, wir müssen reden“ – ein Abend für Austausch, Zuhören und offene Debatten über unser Land und seine Zukunft.
📍 Kreisbüro Altmark, Hohe Bude 15
🎟️ Der Eintritt ist selbstverständlich frei.
🙅♂️ Faschos sind nicht willkommen.Kommt vorbei, bringt Fragen mit und lasst uns miteinander ins Gespräch kommen.
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One of our final topics in the #ISE2025 lecture were Knowledge Graph Embeddings. How to vectorise KG structures while preserving their inherent semantics?
#AI #KGE #knowledgegraphs #embeddings #semanticweb #lecture @fizise @tabea @sourisnumerique @enorouzi @fiz_karlsruhe
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txtai
Link
📌 Summary:
txtai 是一個提供多模態索引、主題建模和語言模型流程等功能的語義搜尋、LLM 管理和多模態索引的全能型向量索引庫。它可以獨立運作，也可以作為大型語言模型（LLM）提示的強大知識來源。txtai 的特點包括向量搜尋、語義搜尋、主題建模、圖分析、多模態索引等。txtai 支援各種數據類型，如文本、文件、音訊、圖片和影片。可以使用 Python 或 YAML 建立，透過 JavaScript、Java、Rust 或 Go 等語言進行 API 整合。可以本地運行，也可以使用容器編排來進行擴展。
🎯 Key Points:
- txtai 是一個全能型的向量索引庫，支援多種數據類型，如文本、文件、音訊、圖片和影片。
- txtai 支援語義搜尋、主題建模、圖分析、多模態索引等功能。
- txtai 可以獨立運作，也可以作為 LLM 提示的強大知識來源。
- txtai 提供各種管道和工作流程，以連接管道並結合業務邏輯。
- txtai 可以使用 Python 或 YAML 建立，並支援多種 API 語言，如 JavaScript、Java、Rust 和 Go。
- txtai 是基於 Python 3.8+ 開發的，採用 Hugging Face Transformers、Sentence Transformers 和 FastAPI 等技術。
🔖 Keywords:
#文本向量索引
#多模態索引
#語義搜尋
#主題建模
#圖分析
#LLM 管理
#KGE -
2nd add on to our free MOOC lecture series on #KnowledgeGraphs is a colab notebook on knowledge graph completion with TransE through which my colleagues Ann Tan and @MahsaVafaie will guide you in the video.
#OpenHPI video: https://open.hpi.de/courses/knowledgegraphs2023/items/48Sn5Tr9RKo24RXu7OwgOz
youtube video: https://www.youtube.com/watch?v=IVTVzgCbHOw&list=PLNXdQl4kBgzubTOfY5cbtxZCgg9UTe-uF&index=67
colab notebook: https://colab.research.google.com/drive/104ad-kusmzfYgkK_L8ETWUAjfdreE9e2#scrollTo=fQ08XPbaZgQ4@fizise @fiz_karlsruhe #semanticweb #kge #embeddings #linkprediction #videolecture #video
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Of course I know RDF2vec ;-)
However, Heiko Paulheim's RDF2vec website has grown nicely and has become a rather valuable resource for this #knowledgegraph embedding method, including implementations, models and services, variations and extensions, as well as more than 150 references in scientific papers!
RDF2vec website: http://www.rdf2vec.org/
original paper: https://madoc.bib.uni-mannheim.de/41307/1/Ristoski_RDF2Vec.pdf
Petar Ristoski's PhD thesis (with RDF2vec): https://ub-madoc.bib.uni-mannheim.de/43730/1/Ristoski_PhDThesis_final.pdf
#kge #deeplearning #embeddings -
Apply now!!
Attention all aspiring students of #AI #knowledgegraphs #semanticweb Don't forget that you have until April 10th to apply for the #ISWS2023. This is probably the last call and the last opportunity you don't want to miss out on! You can also apply for #travelgrantshttps://2023.semanticwebschool.org/index.php/apply/
#creativeAI #kge #apply #PhD #summerschool #digitalhumanities #isws2023 #computerscience #nfdirocks @NFDI @nfdi4ds @nfdi4culture @juan @tabea @albertmeronyo @sashabruns @fizise
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📣📣📣 IMPORTANT: DEADLINE EXTENSION 📣📣📣
Deadline of International #semanticweb research #summerschool #ISWS2023 has been extended from March 30th to April 10th! This is the last chance to apply at #ISWS2023! 🙌🏻 Don't miss out!
https://2023.semanticwebschool.org/index.php/apply/
#llm #creativeAI #kge #AI #knowledgegraphs #semweb #apply -
Day 3 of OpenHPI lecture recordings for a new edition of #knowledgegraphs 2023 together with my fantastic team @tabea @sashabruns Ann Tan and Mahsa Vafaie. @fizise @Hasso_Plattner_Institute #semanticweb #kge #llm #creativeai
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Attention all aspiring students of #AI #knowledgegraphs #semanticweb Don't forget that you have until March 30th to apply for the #ISWS2023. This is an opportunity you don't want to miss out on!
https://2023.semanticwebschool.org/index.php/apply/
#creativeAI #kge #AI #knowledgegraph #semweb #apply #PhD #summerschool #digitalhumanities #computerscience
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Get ready for an epic time at #ISWS2023 with our outstanding keynoters & tutors! 🔥 Don't miss out on this unforgettable experience, sign up now! 🙌
Claudia d'Amato, Irele Celino, John Domingue, Michel Dumontier, Aidan Hogan, Aldo Gangemi, Albert Mereño Peñuela, Sebastian Rudolph, Frank van Harmelen, Juan Sequeda, Luc Steels, Maria-Esther Vidalhttps://2023.semanticwebschool.org/index.php/apply/
#SemanticWeb #semweb #llm #creativeAI #kge #AI #knowledgegraphs #artificialintelligence
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Join the Int. #SemanticWeb Research Summer School #ISWS2023 to engage in an intensive experience incl. lectures & keynotes from outstanding speakers, a learning by doing teamwork program on open research problems, guided by the best scientists in the field! Applications are open!
https://2023.semanticwebschool.org/index.php/apply/
#knowledgegraphs #ontologies #llm #llms #creativeAI #kge #AI
@tabea @AxelPolleres @albertmeronyo @eswc_conf @juan