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
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
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
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
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
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
Team FIZ ISE at #Semantics2024. Great conference, inspiring keynote speakers, lively discussions with friends and colleagues.
@enorouzi @GenAsefa @lysander07 @fiz_karlsruhe #semanticweb #semanticsconf #AI #hybridAI #knowledgegraphs #neurosymbolicAI
In her keynote at #Semantics2024, Maria-Esther Vidal is reflecting on the trends in #SemanticWeb research over the years pointing out that the rapid growth of Hybrid AI is reflecting the demand for improved AI explainalibilty.
related paper: Breit et al., Combining Machine Learning and Semantic Web: A Systematic Mapping Study, ACM Comp. Surv., 55, 2023
https://dl.acm.org/doi/10.1145/3586163
Knowledge Graphs are here to stay! According to the latest Gardner hype cycle, #knowledgegraphs have entered the "slope of enlightenment". Moreover, Neurosymbolic AI as fusion of symbolic Ai, e.g. knowledge graphs and neural networks, e.g. LLMs, is on the rise!
via Svetlana Sicular, Research VP, AI at Gartner @linkedIn
https://www.linkedin.com/feed/update/urn:li:activity:7208519032365305857/
#neurosymbolicAI #llms #gartner #hypecycle2024 #AI #generativeAI @fizise
Frank van Harmelen is presenting his keynote "Neuro-symbolic ≠ Neuro-semantic" claiming that none of the commonly used embeddings are capturing any semantics. "It's just wishful mnemonics." Obviously, we are doing something wrong in neuro-symbolic AI... ;-) "Semantics is predictable inference."
#GeNeSy2024 workshop at #eswc2024
GeNeSy 2024 website: https://sites.google.com/view/genesy2024/
Slides (from a similar talk): https://de.slideshare.net/slideshow/the-k-in-neurosymbolic-stands-for-knowledge/258584872
“The K in 'neuro-symbolic' stands for 'knowledge'” by Frank van Harmelen, Professor in Knowledge Representation & Reasoning at Vrije Universiteit Amsterdam
https://www.youtube.com/watch?v=7YHjppyKagc
Our paper "PyGraft: Configurable Generation of Synthetic #Schemas and #KnowledgeGraphs at Your Fingertips" has been accepted in @eswc_conf #ESWC2024!
Paper: https://arxiv.org/pdf/2309.03685.pdf
Code: https://github.com/nicolas-hbt/pygraft
PyGraft is a configurable #Python tool to generate both synthetic #schemas and #knowledgeGraphs easily, supporting several RDFS and OWL constructs. These #datasets are useful for, e.g., #neurosymbolicAI, #linkPrediction, #nodeClassification, #nodeClustering, #ontology repairing
Check out the call for papers for the special issue of the new Neurosymbolic AI Journal on "Knowledge Graphs and Neurosymbolic AI".
Deadline May 31, 2024.
Contributions may include full papers, dataset descriptions, survey papers, application reports and reports on tools and systems.
Editors: Marta Sabou, Raghava Mutharaju, Frank van Harmelen
#neurosymbolicAI #AI #knowledgeengineering #knowledgegraphs #semanticweb #machinelearning #humancentric
via #linkedIn
PyGraft 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!
