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NFDI4DS

Papers

Papers

0001-01-01
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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
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