We are very happy that our colleage @GenAsefa has contributed the chapter on "Neurosymbolic Methods for Dynamic Knowledge Graphs" for the newly published Handbook on Neurosymbolic AI and Knowledge Graphs together with Mehwish Alam and Pierre-Henri Paris.

Handbook: https://ebooks.iospress.nl/doi/10.3233/FAIA400
our own chapter on arxive: https://arxiv.org/abs/2409.04572

Unlocking AI's Potential with Scallop: The Neurosymbolic Programming Revolution

Scallop, a groundbreaking declarative language, merges symbolic reasoning with AI applications, offering developers a powerful tool to enhance their machine learning models. By integrating seamlessly ...

https://news.lavx.hu/article/unlocking-ai-s-potential-with-scallop-the-neurosymbolic-programming-revolution

Unlocking AI's Potential: Introducing Scallop, the Neurosymbolic Programming Language

In a groundbreaking development, researchers at the University of Pennsylvania have unveiled Scallop, a neurosymbolic programming language that merges deep learning with symbolic reasoning. This innov...

https://news.lavx.hu/article/unlocking-ai-s-potential-introducing-scallop-the-neurosymbolic-programming-language

Our 3rd keynoter will be Enrico Motta from the Knowledge Media Institute of UK’s Open University. He pioneered with hybrid computational architectures integrating #ML with knowledge representation, being applied in application domains as e.g. news & scholarly analytics, and cognitive robotics.

Apply here: https://2025.semanticwebschool.org/
Deadline: March 15, 2025

#knowledgegraph #AI #llm #generativeAI #responsibleAI @lysander07 @fiz_karlsruhe #semanticweb #lod #semanticweb #neurosymbolicai #robotics

Our paper "KnowZRel: #CommonSense Knowledge-based Zero-Shot Relationship Retrieval for Generalised Scene Graph Generation" is now published in IEEE Transactions on #AI!
https://ieeexplore.ieee.org/document/10897903
@johnbreslin
#artificialintelligence #sceneunderstanding #visualreasoning #computervision #knowledgegraphs #deeplearning #NeurosymbolicAI

These last three weeks, I had the chance to be back at Università degli Studi di Bari as an invited researcher, to continue working with Claudia d'Amato on neuro-symbolic AI and knowledge graphs, after a first research visit in 2024.

I also delivered a seminar to the PhD school of Computer Science and Mathematics, entitled: "The Schema Strikes Back: Refining #KnowledgeGraphs with Neuro-Symbolic AI".

TGDK is launching a Special Issue for Use-Case articles. They are interested in submissions describing use-cases (applications, events, products, services, etc.) that put research on Graph Data & Knowledge into practice. If you work on such initiatives, consider telling the community about them by submitting to the Special Issue!
Deadline is March 31, 2025.

https://drops.dagstuhl.de/entities/journal/TGDK#cfp-si-use-case-articles

@tgdkjournal #knowledgegraphs #semanticweb #ontologies #AI #neurosymbolicAI

Joint proceedings of KiL 2024: 4th Int.Workshop on Knowledge-infused Learning (Towards Consistent, Reliable, Explainable, and Safe LLMs) and DL4KG 2024: Deep Learning and Large Language Models for Knowledge Graphs 2024 has been published at CEUR:
https://ceur-ws.org/Vol-3894/

#AI #knowledgeGraphs #deeplearning #neurosymbolicAI #llms #generativeAI #KIL2024 #DL4KG2024 #kdd2024 @fiz_karlsruhe @GenAsefa @fizise #OpenScience #openaccess

Readings shared January 24, 2025. https://jaalonso.github.io/vestigium/posts/2025/01/24-readings_shared_01-24-25 #ITP #IsabelleHOL #Haskell #FunctionalProgramming #AI #LLMs #GenerativeAI #NeuroSymbolicAI

Call for Submissions for ISWC 2025 is out!!
The International Semantic Web Conference 2025 will take place in Nara, Japan.
Deadline for the Research track: May 6, 2025 (abstracts), May 13, 2025 (full papers)

#ISWC2025 website: https://iswc2025.semanticweb.org/

#semanticweb #knowledgegraphs #ontologies #logic #AI #generativeAI #llms #neurosymbolic #neurosymbolicAI @iswc_conf @fizise @tabea @sashabruns @enorouzi @MahsaVafaie

Formally verified neurosymbolic trajectory learning via tensor-based linear temporal logic on finite traces. ~ Mark Chevallier, Filip Smola, Richard Schmoetten, Jacques D. Fleuriot. https://arxiv.org/abs/2501.13712 #ITP #IsabelleHOL #NeuroSymbolicAI

Proceedings for the Workshop on Generative AI and Knowledge Graph (GenAIK) 2025 co-located with #coling2025 are available via the COLING website:

https://coling-2025-proceedings.s3.us-east-1.amazonaws.com/workshops/GenAIK/program.html

#generativeAI #AI #knowledgegraphs #llms #semanticweb #neurosymbolicAI @fiz_karlsruhe @fizise @albertmeronyo @GenAsefa @GenAIK

Unlocking the Mysteries of Hyperdimensional Computing: A New Frontier in AI

Hyperdimensional Computing (HDC) is redefining the landscape of artificial intelligence, marrying the principles of neuromorphic computing with the elegance of high-dimensional data structures. This i...

https://news.lavx.hu/article/unlocking-the-mysteries-of-hyperdimensional-computing-a-new-frontier-in-ai

Readings shared January 10, 2025. https://jaalonso.github.io/vestigium/posts/2025/01/10-readings_shared_01-10-25 #ITP #LeanProver #Logic #Math #Haskell #Python #ASP #LogicProgramming #AI #NeuroSymbolicAI #LLMs

Neuro-Symbolic AI in 2024: A systematic review. ~ Brandon C. Colelough, William Regli. https://arxiv.org/abs/2501.05435 #AI #NeuroSymbolicAI

Check out the 2025 edition of the NeSy conference:
19th International conference on NeuroSymbolic Learning and Reasoning NeSy2025
https://2025.nesyconf.org/

Programme, slides & recordings of NeSy2024: https://sites.google.com/view/nesy2024/nesy-2024-schedule?authuser=0
NeSy2024 proceedings: https://link.springer.com/book/10.1007/978-3-031-71167-1

via @ejimenez_ruiz https://bsky.app/profile/ejimenez-ruiz.bsky.social/post/3lbn6vhhc7s25

#neurosymbolicAI #AI #llms #knowledgegraphs @pascalhitzler #NeSy2025 #NeSy2024

Last week, Sven Hertling from @fizise team presented our paper "Towards Large Language Models Interacting with Knowledge Graphs Via Function Calling" at the KBL-LM Workshop at #ISWC2024

presentation at Zenodo: https://doi.org/10.5281/zenodo.14184929
paper: https://lm-kbc.github.io/workshop2024/proceedings/paper7.pdf
GitHub: https://github.com/sven-h/LLMs4IE

#llms #generativeAI #AI #neurosymbolicAI #kbclm2024 #semanticweb #knowledgegraphs @fiz_karlsruhe @altbot

This year's #ISWC2024 received 296 submissions across 10 tracks. Kudos to general chair Aidan Hogan, local chair Karuna Pande Joshi and the entire organising team!

original post by @AxelPolleres on #LinkedIn

#ISWC #SemanticWeb #symbolicAI #neurosymbolicAI #ontologies #knowledgegraphs #linkeddata #AI @fizise

Our team member Sven Hertling is presenting "Towards Large Language Models Interacting with Knowledge Graphs Via Function Calling" at the Knowledge Base Construction from Pre-Trained Language Models Workshop at #ISWC2024

paper: https://lm-kbc.github.io/workshop2024/proceedings/paper7.pdf
KBC-LM2024 website: https://lm-kbc.github.io/workshop2024/

#llms #KBC #knowledgegraphs #semanticweb #symbolicAI #neurosymbolicAI @fiz_karlsruhe @unimannheim #iswc

#Neurosymbolic AI combines neural networks with symbolic reasoning to bring true logic & reasoning to LLMs. By integrating solvers, graphs of rules, & PKGs, we enhance AI beyond just pattern matching. The future is reasoning-driven AI! #NeurosymbolicAI #LLM #AI #KnowledgeGraphs #SymbolicReasoning
https://www.youtube.com/watch?v=473QKajx3QI