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Outcome

NFDI4DS outcome comprises scientific Paper, Talks, and Events.

Moreover, we provide Datasets (e.g. from our shared tasks), Code (e.g. from our tools and services) and Training Materials (e.g. from our video series) for our community.

All our outcome provided

  • adheres to scientific state-of-the-art practices
  • is high quality by practices and procedures as curation, review, verification and validation, and evaluation
  • is investigated on fairness and adheres to the GDPR and related regulations

Events

Find our events we organized or co-organized.

2025

Type Title Year URI/DOI
shared task Software Mention Detection in Scholarly Publications (SOMD) 2025 https://sdproc.org/2025/somd25.html
presentation Jupyter4NFDI presentation at Services Roadshow by Base4NFDI 2025 https://base4nfdi.de/news-events/events/services-roadshow-by-base4nfdi-05-2025
workshop Interactive replicability 2025 https://r2cass2025.wordpress.com
workshop 1. NFDI Metadata Workshop 2025 https://doi.org/10.5281/zenodo.15227235
workshop 2. NFDI Metadata Workshop 2025 https://www.nfdi.de/2nd-nfdi-metadata-workshop/
summerschool ISWS 2025 - International Semantic Web Summerschool 2025 https://2025.semanticwebschool.org/
workshop Gen-AIK Generative AI and Knowledge Graphs 2025 https://genetasefa.github.io/GenAIK2025/
shared task Scientific Visual Question Answering (SciVQA) 2025 https://sdproc.org/2025/scivqa.html
symposium AAAI Bridge on AI and Scholarly Knowledge Organization 2025 https://sites.google.com/view/cosainsai
conference Eighteenth ACM International Conference on Web Search and Data Mining 2025 https://www.wsdm-conference.org/2025/
workshop Hannover Tech Meetup: Sprachmodelle lokal betreiben 2025 https://www.wirtschaftsfoerderung-hannover.de/de/Veranstaltungen/region_hannover/Tech-MeetUp_Sprachmodelle.php
shared task The ClimateCheck Shared Task 2025 https://sdproc.org/2025/climatecheck.html
workshop AI as Enabler for Science / NFDI Berlin-Brandenburg Meeting 2025 https://events.hifis.net/event/2123/
workshop NFDI4DS consortium meeting 2025 https://events.hifis.net/event/2268/
workshop Natural Scientific Language Processing and Research Knowledge Graphs (NSLP 2025) 2025 https://nfdi4ds.github.io/nslp2025/
workshop International Workshop on Computational Reproducibility in Social Sciences (R2CASS @ ICWSM'25) 2025 https://r2cass2025.wordpress.com/
conference Nachhaltige Archivierung, Erschließung, Bereitstellung dynamischer Daten aus sozialen Medien - Twitter und danach 2025 https://www.dnb.de/DE/Professionell/Sammeln/Sammlung_Websites/Twittertagung/
workshop Argumentation Systems 2025 https://touche.webis.de/
workshop AI as an enabler for science; 3rd NFDI Berlin Brandenburg Meeting 2025 https://events.hifis.net/event/2123/
workshop Large Language Models and the future of scientific publishing 2025 https://indico3-jsc.fz-juelich.de/event/202/
hackathon Metadata with Schema.org for Training Materials 2025 https://zbmed-semtec.github.io/nfdi4ds-hackathons/docs/2025.html
hackathon Bioschemas hackathon 2025 https://zbmed-semtec.github.io/nfdi4ds-hackathons/docs/2025.html
lecture Building Data Spaces: Experiences from current and ongoing projects 2025 https://doi.org/10.5281/zenodo.14906913
lecture From Epistemic Opacity to Trustworthy Medical AI: Is transparency the pathway? 2025 https://doi.org/10.5281/zenodo.1490691

2024

Type Title Year URI/DOI
lecture The Ethics of AI and Data in Higher Education 2024 https://zenodo.org/doi/10.5281/zenodo.10721178 https://youtu.be/gWLJOay5tk0
lecture Software ate the world - and Open Source is eating software! 2024 https://doi.org/10.5446/65467 https://doi.org/10.5281/zenodo.10259442
lecture Introduction to AI4Life 2024 https://doi.org/10.5446 https://zenodo.org/doi/10.5281/zenodo.10563414
workshop Natural Scientific Language Processing and Research Knowledge Graphs (NSLP 2024) 2024 https://nfdi4ds.github.io/nslp2024/
shared task Field of Reasearch Classification (FoRC) 2024 https://nfdi4ds.github.io/nslp2024/docs/forc_shared_task.html
shared task Software Mention Detection in Scholarly Publications (SOMD) 2024 https://nfdi4ds.github.io/nslp2024/docs/somd_shared_task.html
shared task SOTA? Tracking the State-of-the-Art in Scholarly Publications 2024 https://sites.google.com/view/simpletext-sota/home
shared task TextGraph@ACL 2024 2024 https://codalab.lisn.upsaclay.fr/competitions/18214#
shared task TextGraph@ACL 2024 2024 https://sites.google.com/view/textgraphs2024
shared task Scholarly QALD at ISWC 2024 2024 https://kgqa.github.io/scholarly-QALD-challenge/2024/
workshop 4th Workshop on Metadata and Research (objects) Management for Linked Open Science - DaMaLOS 2024 2024 https://zbmed.github.io/damalos/
workshop Second International Workshop on Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data (SemTech4STLD) 2024 https://semtech4stld.github.io/
conference Nachhaltige Archivierung sozialer Medien – Twitter und danach 2024 https://www.dnb.de/DE/Professionell/Sammeln/Sammlung_Websites/Twittertagung/twittertagung2024.html
workshop The Second International Workshop Semantics in Dataspaces (SDS 2024) 2024 https://dbis.rwth-aachen.de/SDS24/
panel WebTalk Forschungsdatengesetz 2024 https://gi.de/veranstaltung/webtalk-ein-deutsches-forschungsdatengesetz-und-die-eu-datenstrategie-hand-in-hand-fuer-bessere-wissenschaft
workshop NFDI-Workshops des FID BBI 2024 https://www.fid-bbi.de/blog/index.php/2023/11/30/kommen-sie-zum-speeddating-die-nfdi-workshops-des-fid-bbi/
panel FAIR research data at the European Data Summit 2024 https://www.kas.de/en/web/analyse-und-beratung/veranstaltungen/detail/-/content/european-data-summit-2024
conference Research Knowledge Graph Symposium 2024 https://events.tib.eu/rkgsymposium2024/
lecture ORKG Webinar 2024 https://orkg.org/page/4th-orkg-webinar-april-10-15-00
shared task LLMs4OL: Large Language Models for Ontology Learning 2024 https://sites.google.com/view/llms4ol/
conference CESSDA ERIC Conference 2024 https://www.cessda.eu/Events/CESSDA-Event-eid3680
workshop LLMs4MI2024 2024 https://dbis.rwth-aachen.de/LLMs4MI2024/
conference AIKG-SD 2024 2024 https://sites.google.com/view/aikg-sd-summer-school-day-2024/startseite
tutorial Research Data Management in Data Science and AI - Avoiding a Replicability Crisis 2024 https://sites.google.com/view/rdm4ai-2024/startseite
meeting NFDI4DS Consortium Meeting 2024 https://www.nfdi4datascience.de/community/events/conference/
workshop Sci-K 2024 2024 https://sci-k.github.io/2024/
workshop Beyond Facts Workshop on Workshop on Computational Methods for Online Discourse Analysis (BeyondFacts’24) 2024 https://beyondfacts2024.wordpress.com/
workshop Beyond Facts Workshop on Workshop on Computational Methods for Online Discourse Analysis (BeyondFacts’25) 2024 https://beyondfacts2025.wordpress.com/
workshop No Data Without Software; unconference at EOSC Symposium 2024 https://nfdixcs.org/event/eosc-symposium-2024-unconference-session-no-data-without-software
panel discussion No data without software; Panel at Berlin Science Week 2024 https://berlinscienceweek.com/programme/ohne-software-keine-daten
workshop Research Data and Software competencies 2024 https://www.uni-potsdam.de/de/rds-competencies
lecture Safety of AI Systems with Executable Causal Models and Statistical Data Science 2024 http://doi.org/10.5446/69635
conference NFDI4DS conference 2024 2025 https://events.hifis.net/event/1772/

2023

Type Title Year URI/DOI
lecture Introduction to NFDI4DS and OpenCitations 2023 https://doi.org/10.5281/zenodo.7920424
lecture The Open Modeling Foundation: a Global Community for Standards-Based Modeling of Human and Natural Systems 2023 https://doi.org/10.5446/62444 https://youtu.be/oG9_Y2Kfl5Y
shared task Scholarly QALD at ISWC 2023 2023 https://kgqa.github.io/scholarly-QALD-challenge/2023/
shared task [DBLP-QuAD] Scholarly QALD @ ISWC 2023 2023 https://codalab.lisn.upsaclay.fr/competitions/14264#phases https://ceur-ws.org/Vol-3592/
shared task [SciQA] Scholarly QALD @ ISWC 2023 2023 https://codalab.lisn.upsaclay.fr/competitions/14759 https://ceur-ws.org/Vol-3592/
panel Weizenbaum-Forum: ChatGPT, Stable Diffusion & Co 2023 https://www.weizenbaum-institut.de/events/weizenbaum-forum-chatgpt-stable-diffusion-co/
hackathon FAIRification Game for Software 2023 https://doi.org/10.4126/FRL01-006473216
hackathon Metadata for Machine Learning 2023 https://doi.org/10.5281/zenodo.10407265 https://doi.org/10.5281/zenodo.10407320
hackathon Machine-actionable Software Management Plans 2023 https://doi.org/10.5281/zenodo.10374839 https://doi.org/10.5281/zenodo.10275895 https://doi.org/10.5281/zenodo.10582121 https://doi.org/10.5281/zenodo.7806638
workshop Workshop RDI4DS: Research Data Infrastructures for Data Science and AI 2023 https://dl.gi.de/handle/20.500.12116/42693
meeting NFDI4DS Consortium Meeting 2023 https://www.nfdi4datascience.de/community/events/conference/
conference NFDI4DS Conference 2023 https://www.nfdi4datascience.de/community/events/conference/
slam NFDI Science Slam 2023 https://www.youtube.com/playlist?list=PL766zD6HYeC_wjlEOFtiCd6l8t3M55hSA
workshop RDI4DS: Research Data Infrastructures for Data Science and AI 2023 https://informatik2023.gi.de/programm/workshops-a-z
panel Research data without borders: How the sections of the NFDI work on cross-cutting topics across disciplines and consortia 2023 https://doi.org/10.1109/JCDL57899.2023.00078
conference CoRDI 2023 2023 https://www.tib-op.org/ojs/index.php/CoRDI/article/view/371
workshop Workshop @ E-Science Tage 2023 2023 https://e-science-tage.de/startseite_2023

2022

Type Title Year URI/DOI
workshop 7th Natural Language Interfaces for the Web of Data Workshop 2022 https://www.nliwod.org/
workshop RDA Semantic Web Working Group 2022 https://www.youtube.com/watch?v=Vw6XUdyhTko&ab_channel=FAIRDigitalObjectsForum
meeting NFDI4DS Consortium Meeting 2022 https://www.nfdi4datascience.de/community/events/conference/
panel Forschungsdatenmanagement in der Informatik und in anderen Ingenieurs- und Naturwissenschaften 2022 https://informatik2022.gi.de
slam NFDI Science Slam at Berlin Science Week 2022 2022 https://youtube.com/playlist?list=PL766zD6HYeC8Fz10mUAHxCVAfwLqky3MT
workshop Research Knowledge Graphs in NFDI4Ing and NFDI4DataScience 2022 https://2022.jcdl.org/nfdi-satellite-event/#workshop-graph
workshop Beyond Facts – 2nd International Workshop on Knowledge Graphs for Online Discourse Αnalysis (KnOD 2022) 2022 https://doi.org/10.1145/3487553.35248

2021 and older

Type Title Year URI/DOI
slam NFDI Science Slam at Berlin Science Week 2021 2021 https://youtu.be/QpKHEbjvjOA
workshop NFDI Querschnittsthemen der Infrastrukturentwicklung 2020 Workshop in Berlin
workshop NFDI Querschnittsthemen der Infrastrukturentwicklung 2019 https://www.zki.de/aktuelles/nationale-forschungsdateninfrastruktur-workshop-zu-querschnittsthemen-in-leipzig/