Lmst

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

The slide from our presentations shows the start of a function call dialogue of a LLM-based chatbot and a knowledge graph:
user: Extract information from the sentence:
Paris is the capital of France
CHat-GPT: Function Call: search_instance("Paris")
KG: instance_id = 1526, label="Paris", comment="Paris, the capital", type_label="city"
Chat-GPT: function_call: search_instance("France")
KG:instance_id 1234, label"France", ....

Last week Dwight Van Lancker was at #ISWC2024 in Maryland to present our work of the last years with Digitaal Vlaanderen on building a Smart Data Space (VSDS).

Pre-print of the paper: https://pietercolpaert.be/papers/preprint-iswc2024-vanlancker-vsds.pdf

Nara is a traditional city with many historical heritages.
The current capital of Japan is Tokyo.
More than 100 years ago, the capital was Kyoto.
And more than 1000 years ago, the capital was Nara.
#ISWC2024 #ISWC2025

See you next year in Japan!!
https://iswc2025.semanticweb.org/
#ISWC2024 #ISWC2025

Team FIZ ISE enjoying the #ISWC2024 gala dinner.

@MahsaVafaie @sourisnumerique @fiz_karlsruhe #semanticweb #knowledgegraphs #llms #AI #academiclife

Team FIZ ISE at the Gala dinner of the International Semantic Web Conference 2024 in Baltimore, USA. From left to right: Mahsa Vafaie, Anna Jacysczyn, Sven Hertling (who is also currently acting as substitute professor at University of Mannheim), Sarah Rebecca Ondraszek, and Mary Ann Tan. They are standing close to each other in a large hall, some round tables around them, all smiling to the camera.

Ioana Manolescu gave an inspiring keynote at #ISWC2024 about her work on data journalism and much more.

@iswc_conf

Impressions from @ora's inspring keynote at #ISWC2024 on "Semantic Web and AI: Can we finally realize the original vision"

@iswc_conf

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

SLide from the ISWC 2024 Opening Presentation: Submissions by country (and acceptance rate). Leading is USA with more than 60 submissions and an acceptance rate of 0.57.

General Chair Aidan Hogan (hands in his pockets) at the speakers desk dirung the ISWC 2024 opening session.

Local Chair Karuna Pande Joshi (speakinginto a microphone, the other hand gesturing), at the ISWC 2024 opening session.

Paraphrasing @ora : "people who don't use RDF are doomed to reinvent it, poorly." #iswc #iswc2024

Greetings to Mohamed Ahmed Sherif, who presented “BLINK: Blank Node Matching Using Embeddings” @iswc_conf in Baltimore 🇺🇸 this week.👋 The paper was also nominated for Best Paper Award, congratulations to the authors Alexander Becker, Mohamed Ahmed Sherif and Axel Ngonga!🥳👏

👀Take a look at the paper here ➡️ https://papers.dice-research.org/2024/ISWC_BLINK/public.pdf

#DICEontour #KnowledgeGraphs #LinkedData #iswc2024

Yes, the semantic web scales! @ora reports onAmazon has a trillion triple KG that tracks orders and fulfillment for tracking and analysis. #iswc2024 #iswc

Presenting today in the poster session!
"Compressing Multi-Modal Temporal Knowledge Graphs of Videos"
https://ceur-ws.org/Vol-3828/paper1.pdf
See me at Poster No.1 #ISWC2024

Let the LLM interact with the KG by function calls that directly
reflect the state of the KG to enhance quality.
In our paper "Towards Large Language Models Interacting with Knowledge Graphs Via Function Calling" at the KBL-LM Workshop at #ISWC2024, Sven Hertling is providing a playground for testing.

paper: https://lm-kbc.github.io/workshop2024/proceedings/paper7.pdf
GitHub: https://github.com/sven-h/LLMs4IE

#LLM #KG #knowledgegraph #semanticweb #SPARQL #AI

Thus, a function search_instance which expects some
text is needed. The result of such a function needs to be a textual representation of possible candidates in the KG which contains enough information to disambiguate the entities. Thus, the
identifier (URL), the rdfs:label and rdfs:comment are included in the result. A simple SPARQL query is shown in Table 1. The result of the SPARQL query is a mapping between the selected
variables and the possible substitutions, which need to be serialized as text for the LLM. We implemented all serializers available in RDFLib, which are CSV, JSON, TXT, and XML

A Casino as conference venue...
Team FIZ ISE at #ISWC2024 (left to right: Mary Ann Tan, @MahsaVafaie , Sven Hertling, Anna Jacyszyn, @sourisnumerique )

@fiz_karlsruhe @unimannheim @KIT_Karlsruhe @nfdi4culture @NFDI4Memory #DiTraRe #NFDIrocks #digitalhumanities #dh #AI #llms #semanticweb #knowledgegraphs #ontologies

Team FIZ ISE at ISWC 2024 in Baltimore, USA. From left to right: Ann Tan, Mahsa Vafaie, Svcen Hertling, Anna Jacyszyn, and Sarah Rebecca Ondraszek), posing in front of a large room full of slot machines in a casino, where the conference is taking place

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

Sven Hertling presenting at the KBC-LM 2024 Workshop at ISWC 2024 with his hands in his pockets ;-)

Exciting venue
#ISWC2024

Our colleague Anna Jacyzcyn presenting "DiTraRe: AI on a Spider's Web. Interweaving Disciplines for Digitalisation" at the Sci-K 2024 workshop at #iswc2024

paper: https://zenodo.org/records/13862017
presentation: https://zenodo.org/records/14102315
Sci-K2024 web page: https://sci-k.github.io/2024/

#DiTraRe @fiz_karlsruhe @KIT_Karlsruhe #digitalization #AI @sourisnumerique @enorouzi

Anna Jacyszyn presenting her talk "DiTraRe: AI on a Spider's Web. Interweaving Disciplines for Digitalisation" at the Sci-K 2024 workshop at ISWC 2024 in Baltimore, USA

Our colleague Ann Tan presenting her work on "Knowledge Graph Construction and Refinement for Cultural Heritage Digital Libraries" at the #ISWC2024 Doctoral Consortium

presentation: https://zenodo.org/records/14103677

#digitallibraries #knowledgegraphs #ontologies #semanticweb #llms #culturalheritage #digitalhumanities #dh @nfdi4culture @NFDI4Memory #DDB #AI @shufan @fiz_karlsruhe

Mary Ann Tan presenting her Talk "Knowledge Graph Construction and Refinement for Cultural Heritage Digital Libraries" at the ISWC 2024 Doctoral Consortium in Baltimore, USA.

Our colleague @MahsaVafaie is presenting at the #ISWC2024 Doctoral Consortium her work on "German National Socialist Injustice on the #SemanticWeb: from archival records to a knowledge graph"

presentation: https://zenodo.org/records/14070332

@fiz_karlsruhe #PhD #knowledgegraphs #digitalhumanities #dh #AI @LandesarchivBW #iswc #ocr #informationextraction #llms @bmf

Mahsa Vafaie at the ISWC 2024 DOctoral Consortium presenting her work on the Wiedergutmachung Knowledge Graph.

Our colleague @sourisnumerique at her presentation of "One Pattern to Express Them All? Towards Generalised Patterns for Ontology Design in the Digital Humanities" at the #WOP2024 workshop on Ontology Design Patterns.

paper: https://zenodo.org/records/14063917
presentation: https://zenodo.org/records/14063901

@fiz_karlsruhe @lysander07 #dh #ontologies #ontologydesign #odp #AI #symbolicAI #ISWC2024 #ISWC #semanticweb @NFDI4Memory @nfdi4culture

#iswc2024

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