Find our paper we published at different venues.
2025
| Type | Title | Year | URL / DOI |
|---|---|---|---|
| conference paper | Research Knowledge Graphs: the Shifting Paradigm of Scholarly Information Representation | 2025 | https://doi.org/10.1007/978-3-031-94578-6_8 |
| report | Identification of core elements for a machine-actionable Data Management Plan metadata schema in the NFDI | 2025 | https://doi.org/10.5281/zenodo.15130044 |
| conference paper | How are NFDI consortia using Knowledge Graphs?: An overview of common functions and challenges by the Working Group “Knowledge Graphs” | 2025 | |
| conference paper | Bridge-Generate: Scholarly Hybrid Question Answering | 2025 | https://dl.acm.org/doi/10.1145/3701716.3715459 |
| conference paper | NFDI4DSO Version 2.0.0: A BFO Compliant Ontology for Data Science | 2025 | |
| conference paper | Building Bridges through Metadata within the NFDI | 2025 | |
| conference paper | “Research Knowledge Graphs in NFDI4DataScience: Key Activities, Achievements, and Future Directions” | 2025 | |
| conference paper | NFDI4DS Shared Tasks for Scholarly Document Processing | 2025 | |
| preprint | Social Bias in Popular Question-Answering Benchmarks | 2025 | https://arxiv.org/abs/2505.15553 |
| conference paper | From Normal to Optimal: Investigating Metabolic and Inflammatory Parameters as Predictors of Survival in Locally Advanced Cervical Cancer | 2025 | https://ebooks.iospress.nl/doi/10.3233/SHTI250402 |
| conference paper | Seamless Transitions: A Comprehensive Review of Live Migration Technologies | 2025 | |
| conference poster | KEENsight: Cloud based Collaborative Environment for Machine Learning Development | 2025 | https://doi.org/10.5281/zenodo.14792404 |
| workshop paper | SciVQA 2025: Overview of the First Scientific Visual Question Answering Shared Task | 2025 | |
| workshop paper | Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data | 2025 | |
| conference paper | OntoAligner: A Comprehensive Modular and Robust Python Toolkit for Ontology Alignment | 2025 | https://doi.org/10.1007/978-3-031-94578-6_10 |
| conference paper | LLMs4SchemaDiscovery: A Human-in-the-Loop Workflow for Scientific Schema Mining with Large Language Models | 2025 | https://doi.org/10.1007/978-3-031-94578-6_14 |
| academic proceedings | Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025. ACM 2025, ISBN 979-8-4007-1329-3 | 2025 | https://dl.acm.org/doi/proceedings/10.1145/3701551 |
| workshop paper | The ClimateCheck Shared Task: Scientific Fact-Checking of Social Media Claims about Climate Change | 2025 | https://aclanthology.org/2025.sdp-1.24/ |
| workshop paper | The ClimateCheck Dataset: Mapping Social Media Claims About Climate Change to Corresponding Scholarly Articles | 2025 | https://aclanthology.org/2025.sdp-1.5/ |
| journal article | Towards Trustworthy AI in Healthcare: Epistemic Uncertainty Estimation for Clinical Decision Support | 2025 | https://doi.org/10.3390/jpm15020058 |
| conference paper | Knowledge Uncertainty Estimation for Reliable Clinical Decision Support: A Delirium Risk Prognosis Case Study | 2025 | http://dx.doi.org/10.3233/SHTI250192 |
| journal article | Federated Learning for Reproducible Research on Sensitive Medical Data | 2025 | |
| journal article | Best Practices in AI and Data Science Models Evaluation | 2025 | |
| journal article | Research Knowledge Graphs: the Shifting Paradigm of Scholarly Information Representation | 2025 | https://doi.org/10.1007/978-3-031-94578-6_8 |
| journal article | TeleScope: A Longitudinal Dataset for Investigating Online Discourse and Information Interaction on Telegram | 2025 | https://doi.org/10.1609/icwsm.v19i1.35945 |
| journal article | Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments | 2025 | https://arxiv.org/abs/2505.22137 |
| journal article | The CLEF-2025 CheckThat! Lab: Subjectivity, Fact-Checking, Claim Extraction & Normalization, and Retrieval | 2025 | https://doi.org/10.1007/978-3-031-88720-8_68 |
| journal article | Checklists for Computational Reproducibility in Social Sciences: Insights from Literature and Survey Evaluation | 2025 | |
| abstract | Towards interoperability of DMPs among different services in Life Sciences | 2025 | |
| abstract | From Vision to Implementation: Current Practices and Challenges of Software Management Plans in Research | 2025 | |
| abstract | MLentory: NFDI4DS registry for machine learning models and related artifacts | 2025 | |
| abstract | FAIR4ML, a vocabulary to describe Machine/Deep Learning models | 2025 | |
| abstract | Use of webby FDOs in NFDI - Use cases in Biodiversity and Data Science | 2025 | |
| abstract | Towards Common Metadata For Research Software in the NFDI | 2025 | |
| abstract | Bioschemas and Schemas.science at NFDI | 2025 | |
| workshop paper | Implementing Webby FAIR Digital Objects in MLentory | 2025 | |
| abstract | In-silico protocols for reproducibility of machine learning approaches | 2025 | |
| journal article | Implicit versus explicit Bayesian priors for epistemic uncertainty estimation in clinical decision support | 2025 | |
| white paper | Collaborative work in NFDI (V3) | 2025 | https://zenodo.org/records/12819087 |
| white paper | Leistungsfähige Entscheidungsstrukturen für ein NFDI-Dienstportfolio - Impulse zu Kriterien, Entscheidungsverfahren und Portfoliomanagement | 2025 | https://doi.org/10.5281/zenodo.16356842 |
| white paper | Arbeitsplan 2025 der Taskforce Governance and Sustainability (TFGS) - Schritte zur Weiterentwicklung unserer NFDI | 2025 | https://doi.org/10.5281/zenodo.15181339 |
| workshop paper | RDI4DS: Research Data Infrastructures for Data Science and Artificial Intelligence | 2025 | |
| workshop paper | Research Knowledge Graphs in NFDI4DataScience: Key Activities, Achievements, and Future Directions | 2025 | |
| workshop paper | Let’s Talk About Research Software Competencies | 2025 | |
| workshop paper | Exploring the Impact of RDM Across Domains - Tales from the NFDI4DS Speedboat Projects | 2025 | |
| white paper | Towards an Overall Architecture for the NFDI | 2025 |
2024
| Type | Title | Year | URL / DOI |
|---|---|---|---|
| conference paper | A Large-Scale Knowledge Graph of Research Entities and Claims in Computer Science | 2024 | https://doi.org/10.1007/978-3-031-19433-7_39 |
| preprint | BioHackEU23 report: Enabling FAIR Digital Objects with RO-Crate, Signposting and Bioschemas | 2024 | https://doi.org/10.37044/osf.io/gmk2h |
| conference paper | CLEF 2024 SimpleText Track: Improving Access to Scientific Texts for Everyone | 2024 | https://doi.org/10.1007/978-3-031-56072-9_4 |
| preprint | Converter: Enhancing Interoperability in Research Data Management | 2024 | https://doi.org/10.48550/arXiv.2404.13406 |
| journal article | Creating and validating a scholarly knowledge graph using natural language processing and microtask crowdsourcing | 2024 | https://doi.org/10.1007/s00799-023-00360-7 |
| conference paper | Designing a FAIRification game for Research Software | 2024 | https://doi.org/10.4126/FRL01-006473216 |
| conference paper | Early Multimodal Data Integration for Data-Driven Medical Research – A Scoping Review. | 2024 | https://doi.org/10.3233/shti240837 |
| journal article | Evaluating Large Language Models for Structured Science Summarization in the Open Research Knowledge Graph | 2024 | https://doi.org/10.3390/info15060328 |
| conference paper | Exploring Prompt Generation Utilizing Graph Search Algorithms for Ontology Matching | 2024 | https://doi.org/10.3233/SSW240003 |
| working paper | FAIR for Machine Learning Model: Principles and Assessment Metrics | 2024 | https://doi.org/10.5281/zenodo.13835105 |
| preprint | Falcon 7b for Software Mention Detection in Scholarly Documents | 2024 | https://doi.org/10.48550/arXiv.2405.08514 |
| preprint | FDO Manager: Minimum Viable FAIR Digital Object Implementation | 2024 | https://arxiv.org/abs/2402.03812 |
| conference paper | FoRC@NSLP2024: Overview and Insights from the Field of Research Classification Shared Task | 2024 | https://doi.org/10.1007/978-3-031-65794-8_12 |
| conference paper | FoRC4CL: A Fine-grained Field of Research Classification and Annotated Dataset of NLP Articles | 2024 | https://aclanthology.org/2024.lrec-main.651 |
| conference paper | Harmonizing Neuropathic Pain Research: Outcomes of the London Consensus Meeting on Peripheral Tissue Studies | 2024 | http://doi.org/10.1097/j.pain.0000000000003445 |
| blog post | Integrating BinderHub with JupyterHub: Empowering users to manage their own environments | 2024 | https://2i2c.org/blog/2024/jupyterhub-binderhub-gesis/ |
| conference paper | KEENsight: Cloud based Collaborative Environment for Streamlining Machine Learning Development | 2024 | https://doi.org/10.1109/IISA62523.2024.10786688 |
| conference paper | KG-EmpiRE: A Community-Maintainable Knowledge Graph for a Sustainable Literature Review on the State and Evolution of Empirical Research in Requirements Engineering | 2024 | https://doi.org/10.1109/RE59067.2024.00063 |
| conference paper | Knowledge injection for field of research classification and scholarly information processing | 2024 | https://doi.org/10.1007/978-3-031-65794-8_12 |
| conference paper | Knowledge-Enhanced Language Models Are Not Bias-Proof: Situated Knowledge and Epistemic Injustice in AI | 2024 | https://doi.org/10.1145/3630106.3658981 |
| conference paper | Large Language Models for Scientific Information Extraction: An Empirical Study for Virology | 2024 | https://aclanthology.org/2024.findings-eacl.26/ |
| conference paper | Leveraging Large Language Models for Realizing Truly Intelligent User Interfaces | 2024 | https://doi.org/10.1145/3613905.3650949 |
| conference paper | Linked Open Literature Review using the Neuro-symbolic Open Research Knowledge Graph | 2024 | https://doi.org/10.1145/3589335.3651238 |
| preprint | LLMs4OM: Matching Ontologies with Large Language Models | 2024 | https://doi.org/10.48550/arXiv.2404.10317 |
| working paper | Machine-actionable Software Management Plan Ontology (maSMP Ontology) | 2024 | https://doi.org/10.5281/zenodo.10582073 |
| conference paper | MLentory, an FDO registry for machine learning models - Poster | 2024 | https://doi.org/10.4126/FRL01-006473259 |
| preprint | NFDI4DSO: Towards a BFO Compliant Ontology for Data Science | 2024 | https://doi.org/10.48550/arXiv.2408.08698v1 |
| preprint | Organizing Scientific Knowledge From Energy System Research Using the Open Research Knowledge Graph | 2024 | https://doi.org/10.48550/arXiv.2401.13365 |
| journal article | ORKG-Leaderboards: a systematic workflow for mining leaderboards as a knowledge graph | 2024 | https://doi.org/10.1007/s00799-023-00366-1 |
| conference paper | Overview of the CLEF 2024 SimpleText Task 4: SOTA? Tracking the state-of-the-art in scholarly publications | 2024 | https://ceur-ws.org/Vol-3740/paper-308.pdf |
| conference paper | Research Knowledge Graphs: the Shifting Paradigm of Scholarly Information Representation | 2024 | |
| preprint | Rethinking the production and publication of machine-reusable expressions of research findings | 2024 | https://doi.org/10.48550/arxiv.2405.13129 |
| preprint | Scholarly Question Answering using Large Language Models in the NFDI4DataScience Gateway | 2024 | https://doi.org/10.48550/arXiv.2406.07257 |
| conference paper | SOMD@NSLP2024: Overview and Insights from the Software Mention Detection Shared Task | 2024 | https://doi.org/10.1007/978-3-031-65794-8_17 |
| conference paper | Surveying the FAIRness of Annotation Tools: Difficult to find, difficult to reuse | 2024 | https://aclanthology.org/2024.law-1.4 |
| conference paper | TextGraphs 2024 shared task on text-graph representations for knowledge graph question answering | 2024 | https://aclanthology.org/2024.textgraphs-1.9 |
| journal article | The dblp Knowledge Graph and SPARQL Endpoint | 2024 | https://doi.org/10.4230/TGDK.2.2.3 |
| conference paper | Understanding Open Source Large Language Models: An Exploratory Study | 2024 | http://doi.org/10.1109/FLLM63129.2024.10852438 |
| conference paper | Towards a Novel Classification of Table Types in Scholarly Publications. | 2024 | https://doi.org/10.1007/978-3-031-65794-8_3 |
| conference paper | Towards Trustworthy Dataset Distillation: A Benchmark of Privacy, Fairness and Robustness | 2024 | https://doi.org/10.1109/IJCNN60899.2024.10650522 |
| conference paper | Truth or Dare: Investigating Claims Truthfulness with ClaimsKG | 2024 | https://ceur-ws.org/Vol-3401/paper7.pdf |
| working paper | Usage guidance (aka profiles) for the machine-actionable Software Management Plan Ontology | 2024 | https://doi.org/10.5281/zenodo.10582121 |
| book | Workshop on Natural Scientific Language Processing 2024 (NSLP 2024) | 2024 | https://link.springer.com/book/9783031657931 |
| journal article | Large Language Models for Literature Reviews - An Exemplary Comparison of LLM-based Approaches with Manual Methods | 2024 | https://doi.org/10.1109/FLLM63129.2024.10852447 |
| journal article | Exploration of Hugging Face Models by Heterogeneous Information Network and Linking Across Scholarly Repositories | 2024 | https://doi.org/10.1007/ |
| journal article | Dissecting Paraphrases: The Impact of Prompt Syntax and supplementary Information on Knowledge Retrieval from Pretrained Language Models | 2024 | https://aclanthology.org/2024.naacl-long.201/ |
| preprint | Hidden Entity Detection from GitHub Leveraging Large Language Models | 2024 | https://arxiv.org/abs/2501.04455 |
| conference paper | Investigating Characteristics, Biases and Evolution of Fact-Checked Claims on the Web | 2024 | https://dl.acm.org/doi/10.1145/3648188.3675135 |
| magazine article | NFDI4DS: Forschungsdateninfrastruktur für Datenwissenschaften und künstliche Intelligenz | 2024 | https://dl.gi.de/items/ec67b303-f9fd-4a69-ab52-c480e4f87ceb |
| journal article | The Design and Implementation of APLOS: An Automated PoLicy DOcument Summarisation System | 2024 | https://doi.org/10.1109/FLLM63129.2024.10852442 |
2023
| Type | Title | Year | URL / DOI |
|---|---|---|---|
| conference paper | A Decentralised Persistent Identification Layer for DCAT Datasets | 2023 | https://doi.org/10.1145/3543873.3587589 |
| working paper | “FAIR-by-Design” Artifacts: Enriching Publications and Software with FAIR Scientific Information at the Time of Creation | 2023 | https://doi.org/10.5281/zenodo.8386042 |
| conference paper | 1st Scholarly QALD Challenge 2023 | 2023 | https://ceur-ws.org/Vol-3592/ |
| conference paper | A Comparison of Vector-based Approaches for Document Similarity Using the RELISH Corpus | 2023 | https://ceur-ws.org/Vol-3466/ |
| conference paper | A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets | 2023 | https://aclanthology.org/2023.findings-emnlp.548/ |
| conference paper | A Structure and Content Prompt-based Method for Knowledge Graph Question Answering over Scholarly Data | 2023 | https://ceur-ws.org/Vol-3592/ |
| conference paper | An Extensive Methodology and Framework for Quality Assessment of DCAT-AP Datasets | 2023 | https://doi.org/10.1007/978-3-031-41138-0_17 |
| conference paper | Base4NFDI – Basic Services for NFDI: Creating NFDI-wide basic services in a world of specific domains | 2023 | https://doi.org/10.52825/cordi.v1i.336 |
| conference paper | BERTologyNavigator: Advanced Question Answering with BERT-based Semantics | 2023 | https://ceur-ws.org/Vol-3592/ |
| conference paper | Community and Training in NFDI4DS | 2023 | https://doi.org/10.18420/inf2023_101 |
| conference paper | DBLP-QuAD: A Question Answering Dataset over the DBLP Scholarly Knowledge Graph | 2023 | https://ceur-ws.org/Vol-3617/ |
| conference paper | DBLPLink: An Entity Linker for the DBLP Scholarly Knowledge Graph | 2023 | https://ceur-ws.org/Vol-3632/ |
| conference paper | Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG | 2023 | https://doi.org/10.1007/978-3-031-33455-9_22 |
| conference paper | Divide and Conquer the EmpiRE: A Community-Maintainable Knowledge Graph of Empirical Research in Requirements Engineering | 2023 | https://doi.org/10.1109/ESEM56168.2023.10304795 |
| conference paper | Enhancing Reproducibility in Research through FAIR Digital Objects | 2023 | https://doi.org/10.52825/cordi.v1i.406 |
| journal article | FAIREST: A Framework for Assessing Research Repositories | 2023 | https://doi.org/10.1162/dint_a_00159 |
| working paper | Five Minutes to Write a Software Management Plan – A Machine-actionable Approach to Simplify the Creation of SMPs | 2023 | https://doi.org/10.5281/zenodo.10374839 |
| preprint | Foundational Competencies and Responsibilities of a Research Software Engineer | 2023 | https://doi.org/10.48550/arXiv.2311.11457 |
| conference paper | GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering | 2023 | https://doi.org/10.1007/978-3-031-33455-9_17 |
| conference paper | GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets | 2023 | https://aclanthology.org/2023.findings-emnlp.548 |
| conference paper | Harmonising, Harvesting, and Searching Metadata across a Repository Federation | 2023 | https://doi.org/10.52825/cordi.v1i.202 |
| journal article | Impact of COVID-19 research: a study on predicting influential scholarly documents using machine learning and a domain-independent knowledge graph | 2023 | https://doi.org/10.1186/s13326-023-00298-4 |
| conference paper | Increasing Reproducibility in Science by Interlinking Semantic Artifact Descriptions in a Knowledge Graph | 2023 | https://doi.org/10.15488/16377 |
| conference paper | Knowledge Graph based RDM Solutions - NFDI4Culture - NFDI-MatWerk - NFDI4DataScience | 2023 | https://doi.org/10.52825/cordi.v1i.371 |
| conference paper | Leveraging LLMs in Scholarly Knowledge Graph Question Answering | 2023 | https://ceur-ws.org/Vol-3592/ |
| working paper | Lifecycle for FAIR Machine Learning | 2023 | https://doi.org/10.5281/zenodo.10407265 |
| conference paper | LLMs4OL: Large Language Models for Ontology Learning | 2023 | https://doi.org/10.1007/978-3-031-47240-4_22 |
| conference paper | Machine-Actionable Metadata for Software and Software Management Plans for NFDI. | 2023 | https://orcid.org/0009-0001-4364-9243 |
| conference paper | NFDI4DS - NFDI for Data Science and Artificial Intelligence | 2023 | https://doi.org/10.11588/heibooks.1288 |
| conference paper | NFDI4DS at a Glance | 2023 | https://doi.org/10.18420/inf2023_100 |
| conference paper | NFDI4DS Gateway and Portal | 2023 | https://doi.org/10.52825/CoRDI.v1i.391 |
| conference paper | NFDI4DS Infrastructure and Services | 2023 | https://doi.org/10.18420/inf2023_103 |
| conference paper | NFDI4DS Shared Tasks | 2023 | https://doi.org/10.18420/inf2023_105 |
| conference paper | NFDI4DS Transfer and Application | 2023 | https://doi.org/10.18420/inf2023_104 |
| conference paper | Open Science Best Practices in Data Science and Artificial Intelligence | 2023 | https://doi.org/10.52825/cordi.v1i.299 |
| conference paper | Organizing Scholarly Knowledge in the Open Research Knowledge Graph An Open-Science Platform for FAIR Scholarly Knowledge | 2023 | https://doi.org/10.52825/cordi.v1i.272 |
| conference paper | PADME-SoSci: A Platform for Analytics and Distributed Machine Learning for the Social Sciences | 2023 | https://doi.org/10.1109/JCDL57899.2023.00047 |
| conference paper | PIDs in the Natural Sciences | 2023 | https://doi.org/10.52825/cordi.v1i.361 |
| journal article | QALD-10 - The 10th Challenge on Question Answering over Linked Data | 2023 | https://www.semantic-web-journal.net/system/files/swj3471.pdf |
| conference paper | 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 paper | Research Knowledge Graphs in NFDI4DS | 2023 | https://doi.org/10.18420/inf2023_102 |
| conference paper | RO-Crates Meets FAIR Digital Objects | 2023 | https://doi.org/10.52825/cordi.v1i.396 |
| working paper | Schema.org as a Lightweight Harmonization Approach for NFDI | 2023 | https://doi.org/10.5281/zenodo.8331236 |
| conference paper | Scholarly Knowledge Graph Construction from Published Software Packages | 2023 | https://doi.org/10.1007/978-981-99-8088-8_15 |
| conference paper | The Library of Babel as a Digital Library of Human Mistakes | 2023 | https://doi.org/10.1109/JCDL57899.2023.00062 |
| journal article | The SciQA Scientific Question Answering Benchmark for Scholarly Knowledge | 2023 | https://doi.org/10.1038/s41598-023-33607-z |
| conference paper | Toward FAIR Semantic Publishing of Research Dataset Metadata in the Open Research Knowledge Graph | 2023 | https://hal.science/hal-04312604/document |
| conference paper | Toward Semantic Publishing in Non-invasive Brain Stimulation: A Comprehensive Analysis of rTMS Studies | 2023 | https://doi.org/10.1007/978-981-99-8088-8_12 |
| conference paper | Towards a Decentralized Data Hub and Query System for Federated Dynamic Data Spaces | 2023 | https://doi.org/10.1145/3543873.3587646 |
| conference paper | Towards a Research Data Commons in the German National Research Data Infrastructure NFDI: Vision, Governance, Architecture | 2023 | https://doi.org/10.52825/cordi.v1i.355 |
| working paper | Who is using Knowledge Graphs in NFDI? An overview by the Working Group “Knowledge Graphs” | 2023 | https://doi.org/10.5281/zenodo.8332776 |
| conference paper | Zero-shot Entailment of Leaderboards for Empirical AI Research | 2023 | https://doi.org/10.1109/JCDL57899.2023.00042 |
| white paper | Whitepaper: Umgang mit Zielen der BLV als Grundlage für die Strukturevaluation | 2023 | https://doi.org/10.5281/zenodo.8191842 |
2022
| Type | Title | Year | URL / DOI |
|---|---|---|---|
| journal article | A Translation Service for Open Data Portals | 2022 | https://doi.org/10.29379/jedem.v14i2.733 |
| working paper | Base4NFDI - Basic Services for NFDI | 2022 | https://doi.org/10.5281/zenodo.8329192 |
| working paper | GESIS Notebooks: Online Reproducible Computational Analysis for the Social Sciences | 2022 | https://doi.org/10.5281/zenodo.7362188 |
| working paper | NFDI4DataScience registry for reproducible Data Science and Artificial Intelligence | 2022 | https://doi.org/10.5281/zenodo.7129715 |
| conference paper | The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs | 2022 | https://aclanthology.org/2022.aacl-main.49/ |
| conference paper | Towards Building Live Open Scientific Knowledge Graphs | 2022 | https://doi.org/10.1145/3487553.3524624 |