Find our papers.
2024
Type | Title | Year | URL / DOI |
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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 |
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 | |
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 | |
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 | |
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 | |
conference paper | The Socio-Technical Impacts of Open Source Large Language Models: An Exploratory Study | 2024 | |
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 |
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 |
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 |