Looking forward to meeting you in the poster session ⚡🥂💯🎉 ECML PKDD DICE Research Group Universität Paderborn

Weight averaging and model merging for LLMs seem to be the most interesting themes in 2024 so far. What are the benefits? Combining multiple models (or checkpoints) into a single one can improve training convergence, overall performance, and also robustness. I will probably do

A wonderful Winter School comes to an end. Three days packed with lectures, training sessions, networking, coffee breaks, poster sessions and lively discussions.💬🎓☕️👥🧑‍💻👩‍💻 Many thanks to everyone who took part, we hope you had a great week Universität Paderborn!🤩

🚀Exciting news! Ontolearn 0.7.0 is now released! This update brings some amazing features (see below⬇️)!🤩 Upgrade now with pip install -U ontolearn and explore the latest enhancements! Check out the release notes here github.com/dice-group/Ont… #Ontolearn #DataScience #XAI

3. "Interpretability Index based on Balanced Volumes for Transparent Models and Agnostic Explainers" by D. Leite, A. Sharma, Caglar Demir and Axel Ngonga ffor #IEEEWCCI2024 in Yokohama. Congratulations to the authors!🚀👏 (3/3)

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We love Ontologies and Web Ontology Language (OWL).🤩🦉 We are pleased to announce owlapy 1.0.0: pypi.org/project/owlapy/🥳 👉OWLAPY is a Python Framework for creating and manipulating OWL Ontologies. 👀Take a look at the release notes: github.com/dice-group/owl…

We are happy to announce that two of our papers have been accepted for @ecai2024!🥳 Congratulations go out to the authors of paper "Embedding Knowledge Graphs in Degenerate Clifford Algebras (DeCaL)" Louis Mozart Kamden, Caglar Demir and Axel Ngonga (1/2)

Tentris AI ❤️ai-preview.tentris.io

Interesting in OWL ontology engineering and reasoners in Python ? github.com/dice-group/owl…

Many greetings to Santiago de Compostela🇪🇸 to @ecai2024, where our colleague KOUAGOU N'Dah Jean presented “Inference over Unseen Entities, Relations and Literals on Knowledge Graphs” by Caglar Demir, KOUAGOU N'Dah Jean, Arnab Sharma & Axel Ngonga.👏🚀 #DICEontour #ECAI2024

Another contribution from DICE @ecai2024 came from louis mozart, who presented “Embedding Knowledge Graphs in Degenerate Clifford Algebras” by louis mozart, Caglar Demir and Axel Ngonga.🤩👏 Want to read more about it? 👉 papers.dice-research.org/2024/ECAI_DeCa… #DICEontour #KnowledgeGraphs

Great talk from Gael Varoquaux 🦋 youtube.com/watch?v=nU_WaP…

Prompt: based on what you know about me. draw a picture of what you think my current life looks like DALL-E:

outofthebox.nrw/top-25-of-2025…

Explainable AI on knowledge graphs? Let’s go! 🚀 Ontolearn learns OWL class expressions & speaks SPARQL – now in JMLR! 🧠 Neuro-symbolic, LLM-powered, 28k+ downloads. 🔗 Paper: jmlr.org/papers/v26/24-… 📦 Code: github.com/dice-group/Ont… #AI #KnowledgeGraphs #NeuroSymbolicAI (1/2)

Great news!🤩 We will be attending ECML PKDD with the paper "Tree-based OWL Class Expression Learner over Large Knowledge Graphs" by Moshood Yekini, Caglar Demir, 𝕐asir 𝕄ahmood, Michael Röder and Axel Ngonga. Congratulations to all authors!👏🥳 #ECMLPKDD2025