Lmst

Neuro-symbolic AI Emerges as Solution to AI Hallucination Issue

#AIproblems #AIsolutions #artificialintelligence #machinelearning #NeurosymbolicAI
https://blazetrends.com/neuro-symbolic-ai-emerges-as-solution-to-ai-hallucination-issue/?fsp_sid=49213

Are you ready? Bertinoro castle is waiting for you! Tomorrow, the 2025 edition of the International Semantic Web Research Summer School is about to begin. We are waiting for 60 graduate students, all eager to become a researcher in the field.

Please post a hi if you are attending this year (or have attended in the past...)

https://2025.semanticwebschool.org/

Hashtag for this year's edition is #isws2025

#semanticweb #semweb #knowledgegraphs #llms #responsibleAI #neurosymbolicAI #summerschool #PhD

Early sunrise over beautiful Emilia Romagna, seen from the (backside) terrace of Bertinoro castle.

@fiz_karlsruhe On the picture (left to right): Tabea Tietz @tabea, Bruno Sartini, Arianna Graciotti, Sasha Bruns @sashabruns

#dh #digitalhunanities #semweb #semdh2025 #KnowledgeGraphs #ai #responsibleai #NeuroSymbolicAI #ontologies #eswc2025

Good Morning ESWC2025! The last conference day is about to start. Looking forward to an interesting keynote, more presentations and interesting discussions! Most interesting to see for me this year was the presence of neurosymbolic topics almost everywhere in our community.

#eswc2025 #portoroz #semanticweb #KnowledgeGraphs #NeuroSymbolicAI #ai

Portoroz seaside view. @lysander07 The image depicts a serene coastal scene. In the foreground, a rocky shoreline with large, irregularly shaped stones borders a calm, expansive body of water. The water is a tranquil blue, reflecting the partly cloudy sky above. A small white sailboat is anchored in the distance, adding a touch of life to the scene. The background features a hilly landscape with a densely populated area, likely a town or city, characterized by numerous buildings and greenery. The sky is a mix of blue and white, with scattered clouds, suggesting a pleasant day. The overall atmosphere is peaceful and picturesque, with the natural elements harmoniously blending with the urban setting.

Provided by @altbot, generated privately and locally using Ovis2-8B

🌱 Energy used: 0.158 Wh

ESWC 2025 has just started with the presentation of the submission numbers to the individual tracks:
research track: 98 papers
resource track: 36 papers
in-use track: 22 papers

Looking forward to great presentations and discussions!

#eswc2025 #semweb #semanticweb #knowledgegraphs #responsibleAI #reliableAI #neurosymbolicAI #AI #llms #conference #slovenia #portoroz

The image shows a presentation slide titled "Research Track in Numbers" displayed on a projector screen. The slide details the statistics of a research track, including the number of abstracts and full paper submissions, the acceptance rate, and the reviewing team's performance. It states that there were 125 abstracts and 98 full paper submissions, with 5 desk rejects and 26 accepted papers, representing a 26.5% acceptance rate. The reviewing team consisted of 23 Senior Program Committee (SPC) members, 156 regular reviewers, 8 emergency reviewers, and 31 subreviewers. The reviewing load was low, with an average of 2.9 papers per PC, 4.0 papers per SPC, and 4.4 reviews per paper. The slide is presented by two individuals standing behind a podium, with one person speaking into a microphone. The background is a plain wall with a green curtain on the left side.

Provided by @altbot, generated privately and locally using Ovis2-8B

The image shows a presentation slide titled "In-Use Track in Numbers" displayed on a large screen. The slide contains bullet points with statistical information about the track. The first bullet point states that there were 22 abstracts and 22 full submissions, with 0 desk rejects and 8 accepted papers, which is 36.3% of the submissions, indicating a very competitive track. The second bullet point highlights the "Great reviewing team!" with 25 reviewers, 71 reviews in total, and an average of 3-4 reviews per paper. The third bullet point mentions a "Low review workload" with 2.8 papers per PC (Program Committee member). The presenter is standing at a podium on the left side of the image, with an audience visible in the foreground, facing the screen. The room appears to be a conference or seminar setting, with a simple and professional atmosphere.

The image shows a presentation slide titled "Resource Track in Numbers" displayed on a large screen. The slide contains bullet points with numerical data. The first bullet point states "41 abstracts / 36 full submissions," with sub-points indicating "1 desk reject" and "11 accepted papers (30.6%)." The second bullet point is labeled "Reviewing" and includes "131 reviews," "10 SPC," and "52 reviewers." A person is standing at a podium to the left of the screen, wearing a green shirt and a lanyard, with a microphone in front of them. The audience is partially visible, with the backs of their heads shown. The room appears to be a conference or seminar setting, with a plain background and a projector screen.

Good Morning Portoroz! Day 02 of ESWC 2025 is going to start with many interesting Workshops! Hope to see you there! Let’s have a coffee 😜
#eswc2025 #semanticweb #semweb #KnowledgeGraphs #NeuroSymbolicAI #dh #semdh2025 @fiz_karlsruhe @fizise @tabea @sashabruns @enorouzi @nfdi4culture

Conference colateral benefit: catching up with Good old Friends & colleagues, talking research, and having a decent Espresso 😜

#eswc2025 #slovenia #semanticweb #NeuroSymbolicAI #semweb #KnowledgeGraphs #academiclife @AxelPolleres @fiz_karlsruhe @fizise @eswc_conf

Me (left) and Axel, smiling for a selfi above the adriatic sea. @lysander07 The image features two men standing close together, smiling at the camera. They are both wearing glasses and lanyards with green tags. The man on the left has white hair and a beard, wearing a striped shirt, while the man on the right has gray hair and is wearing a black polo shirt. They are positioned in front of a large window that offers a scenic view of a body of water, likely a lake or sea, with lush green trees and a clear blue sky in the background. The setting appears to be a sunny day, with the men standing on a balcony or terrace, enjoying the view.

Provided by @altbot, generated privately and locally using Ovis2-8B

🌱 Energy used: 0.148 Wh

🚀 #ESWC2025 has officially started!
We're thrilled to begin an exciting journey into the world of Semantic Web research and innovation 🌐✨

Over the next few days, Portorož will be buzzing with cutting-edge ideas, inspiring talks, and vibrant discussions that push the boundaries of what’s possible in #SymbolicAI, #NeuroSymbolicAI, #LinkedData, and #KnowledgeGraphs.

Good Morning ESWC 2025! If you want to join me for a morning run during the conference week, don’t hesitate to address me when you see me around 🏃

#eswc2025 #academiclife #semweb #semanticweb #KnowledgeGraphs #NeuroSymbolicAI #running #slovenia #Adriatic

Me, taking a selfie at Piazza Tartini, Piran, slovenia. @lysander07 The image features a man standing in the foreground, taking a selfie. He is wearing a black cap with the word "HULDA" printed on it, a black t-shirt with blue accents, and glasses. The man has a gray beard and is smiling. In the background, there is a large, open square with classical architecture, including a prominent building with columns and a tall tower with a spire. The sky is clear and blue, indicating a sunny day. The buildings are painted in pastel colors, and the square is empty, suggesting it might be a quiet time of day.

Provided by @altbot, generated privately and locally using Ovis2-8B

🌱 Energy used: 0.143 Wh

🧠💡 Think your chatbot is reasoning like you?
Think again. Just 1.5% of its neurons are faking intelligence brilliantly.
LLMs don’t “think” — they pattern-match and guess smartly, until novelty breaks them.

🔥 Read how modern AI mimics reasoning and why true AGI needs more than just training data:
👉 https://medium.com/@rogt.x1997/the-1-5-of-neurons-that-fool-the-world-how-llms-simulate-thinking-without-reasoning-6df6ba782606

#ArtificialIntelligence #LLMs #AGI #AIReasoning #TechInsights #DeepLearning #NeurosymbolicAI
https://medium.com/@rogt.x1997/the-1-5-of-neurons-that-fool-the-world-how-llms-simulate-thinking-without-reasoning-6df6ba782606

Big congrats to our dear colleague N'Dah Jean Kouagou, who successfully defended his PhD on May 9! 🎓 The topic of his thesis is "Fast Neuro-Symbolic Approaches for Class Expression Learning." Your colleagues are celebrating with you – well done!🥳 👏
#PhDDefense #AI #NeuroSymbolicAI

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

#neurosymbolicAI #AI #generativeAI #LLMs #knowledgegraphs #semanticweb #embeddings #graphembeddings

Book Cover of the Handbook on Neurosymbolic AI and knowledge Graphs

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

Black and white portrait photography of Enrico Motta.

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".

#neuroSymbolicAI #artificialIntelligence

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

Webpage of the ISWC 2025 Conference. The Background picture is showing a autumn landscape with a few trees with colorful leafs. Under the trees, a bunch of deers are grazing. Seems to be a picture from the conference location, which is Nara in Japan, famous for its deers that are not shy of tourists...

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

#NeuroSymbolicAI

Client Info