#DIN #Spec 91526 released on #Knowledge #Graphs for #Language models and vice versa: Hybrid applications of #symbolic and sub-symbolic #AI

The #standardization focuses on the advantages of hybrid approaches that combine symbolic knowledge with modern language models.

@NFDI4DS was involved in creating the specification together with other partners from academia and industry.

Read more: https://www.dinmedia.de/en/technical-rule/din-spec-91526/390496163

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

Yesterday, the GenAIK 2025 workshop on the integration of generative AI and knowledge graphs took place in Abu Dhabi co-located with #coling2025

#GenAIK2025 website: https://genetasefa.github.io/GenAIK2025/

#generativeAI #knowledgegraphs #AI #semanticweb #ontologies #neuroAI #neurosymbolic @GenAsefa @GenAIK @albertmeronyo @lihuchen @fiz_karlsruhe @lysander07 @NFDI4DS

SEMANTICS 2025, Research & Innovation track, Call for papers is out! Deadlines:
abstracts: April 25, 2024
full paper: May 2, 2025

https://2025-eu.semantics.cc/page/cfp_rev_rep

#SemanticWeb #knowledgegraphs #llms #AI #generativeAI #symbolicAI #neurosymbolic #cfp #semantics2025 @semantics @fizise @AxelPolleres

Our article "Linked Open Literature Review using the #NeuroSymbolic Open Research #KnowledgeGraph" @orkg with Fidel Jiomekong and Allard Oelen is now available as #OpenAccess in the ACM The Web Conference proceedings 2024 https://dl.acm.org/doi/10.1145/3589335.3651238 - includes a nice demo video by Fidel

#mediapool.bg want to illustrate an article on bread prices in Bulgaria. What I see is #GenAI overdoing the job.

After having studied how #midjuorney v4 could illustrate fairy tales (for anyone interested, https://qoto.org/@mapto/110111252142814403 ) I really want to research more about what stops GenAI from overdoing it with bread around a baker. The greatest obstacle I encounter is the obscurity of most models that engage with #neurosymbolic. It's practically useless, because the creators of such models prefer to be very secretive about what they do. The one exception reported results that do not seem to be reproducible (https://twitter.com/Birchlabs/status/1602105002448805891).

Image sourced from: https://www.mediapool.bg/kzk-tavanat-za-nadtsenkata-na-hlyaba-e-predizborna-agitatsiya-news359054.html

Interesting talk by Sergei Nirenburg: "Mutual Trust in Human-AI Teams Relies on Metacognition"

https://www.youtube.com/watch?v=KmMe4QrQiRQ

Our paper "A Survey of #Neurosymbolic #VisualReasoning with Scene Graphs and #CommonSense Knowledge" has been accepted to Neurosymbolic #AI Journal https://neurosymbolic-ai-journal.com/paper/survey-neurosymbolic-visual-reasoning-scene-graphs-and-common-sense-knowledge-0 @johnbreslin #artificialintelligence #sceneunderstanding #computervision #knowledgegraphs #deeplearning #research

In his #iswc2023 keynote Gerhard Weikum is suggesting to break down the monolithic approach to Large Language Models in an architectural framework for knowledge acquisition, consisting of a search engine component for source discovery, llms for contextualization and language understanding and neuro-symbolic inference mechanisms for extracting the correct results.
#llms #knowledgegraphs #semanticweb #neurosymbolic