Paul Groth - researchr alias

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Viewing Publication 1 - 61 from 61

2024

2023

Knowledge Engineering Using Large Language ModelsBradley P. Allen, Lise Stork, Paul Groth. tgdk, 1(1), 2023. [doi]

Self-contained Entity Discovery from Captioned VideosMelika Ayoughi, Pascal Mettes, Paul Groth. tomccap, 19(5s), 2023. [doi]

Observatory: Characterizing Embeddings of Relational TablesTianji Cong, Madelon Hulsebos, Zhenjie Sun, Paul Groth, H. V. Jagadish. pvldb, 17(4):849-862, December 2023. [doi]

BioBLP: a modular framework for learning on multimodal biomedical knowledge graphsDaniel Daza, Dimitrios Alivanistos, Payal Mitra, Thom Pijnenburg, Michael Cochez, Paul Groth. biomedsem, 14(1):20, December 2023. [doi]

E2EG: End-to-End Node Classification Using Graph Topology and Text-based Node AttributesTu Anh Dinh, Jeroen den Boef, Joran Cornelisse, Paul Groth. icdm 2023: 1084-1091 [doi]

Provenance Tracking for End-to-End Machine Learning PipelinesStefan Grafberger, Paul Groth, Sebastian Schelter. WWW 2023: 1512 [doi]

Automating and Optimizing Data-Centric What-If Analyses on Native Machine Learning PipelinesStefan Grafberger, Paul Groth, Sebastian Schelter. pacmmod, 1(2), 2023. [doi]

MLWHATIF: What If You Could Stop Re-Implementing Your Machine Learning Pipeline Analyses Over and Over?Stefan Grafberger, Shubha Guha, Paul Groth, Sebastian Schelter. pvldb, 16(12):4002-4005, 2023. [doi]

GitTables: A Large-Scale Corpus of Relational TablesMadelon Hulsebos, Çagatay Demiralp, Paul Groth. pacmmod, 1(1), 2023. [doi]

A Simulation Environment and Reinforcement Learning Method for Waste ReductionSami Jullien, Mozhdeh Ariannezhad, Paul Groth, Maarten de Rijke. tmlr, 2023, 2023. [doi]

Semantic Association Rule Learning from Time Series Data and Knowledge GraphsErkan Karabulut, Victoria Degeler, Paul Groth. semiim 2024: [doi]

Knowledge-centric Prompt Composition for Knowledge Base Construction from Pre-trained Language ModelsXue Li, Anthony James Hughes, Majlinda Llugiqi, Fina Polat, Paul Groth, Fajar J. Ekaputra. kbclm 2023: [doi]

Do Instruction-tuned Large Language Models Help with Relation Extraction?Xue Li, Fina Polat, Paul Groth. kbclm 2023: [doi]

Data Integration Landscapes: The Case for Non-optimal Solutions in Network Diffusion ModelsJames Nevin, Paul Groth, Michael Lees. iccs 2023: 494-508 [doi]

An approach for analysing the impact of data integration on complex network diffusion modelsJames Nevin, Paul Groth, Michael Lees. compnet, 11(4), June 2023. [doi]

Parameter Efficient Node Classification on Homophilic GraphsLucas Prieto, Jeroen den Boef, Paul Groth, Joran Cornelisse. tmlr, 2023, 2023. [doi]

Defining a Knowledge Graph Development Process Through a Systematic ReviewGyte Tamasauskaite, Paul Groth. TOSEM, 32(1), January 2023. [doi]

2022

Towards improving Wikidata reuse with emerging patternsValentina Anita Carriero, Paul Groth, Valentina Presutti. semweb 2022: [doi]

SlotGAN: Detecting Mentions in Text via Adversarial Distant LearningDaniel Daza, Michael Cochez, Paul Groth. acl-spnlp 2022: 32-39 [doi]

Towards data-centric what-if analysis for native machine learning pipelinesStefan Grafberger, Paul Groth, Sebastian Schelter. deem 2022: [doi]

Data distribution debugging in machine learning pipelinesStefan Grafberger, Paul Groth, Julia Stoyanovich, Sebastian Schelter. vldb, 31(5):1103-1126, 2022. [doi]

Informing Data Search through Data PracticePaul Groth. esws 2022: [doi]

Knowledge Graphs and their Role in the Knowledge Engineering of the 21st Century (Dagstuhl Seminar 22372)Paul Groth, Elena Simperl, Marieke van Erp, Denny Vrandecic. dagstuhl-reports, 12(9):60-120, September 2022. [doi]

Question Answering with Additive Restrictive Training (QuAART): Question Answering for the Rapid Development of New Knowledge Extraction PipelinesCorey A. Harper, Ron Daniel Jr., Paul Groth. ekaw 2022: 51-65 [doi]

Making Table Understanding Work in PracticeMadelon Hulsebos, Sneha Gathani, James Gale, Isil Dillig, Paul Groth, Çagatay Demiralp. cidr 2022: [doi]

Structure-based knowledge acquisition from electronic lab notebooks for research data provenance documentationMax Schröder, Susanne Stählke, Paul Groth, J. Barbara Nebe, Sascha Spors, Frank Krüger 0001. biomedsem, 13(1):4, 2022. [doi]

Packaging research artefacts with RO-CrateStian Soiland-Reyes, Peter Sefton, Mercè Crosas, Leyla Jael Castro, Frederik Coppens, José María Fernández, Daniel Garijo, Björn A. Grüning, Marco La Rosa, Simone Leo, Eoghan Ó Carragáin, Marc Portier, Ana Trisovic, RO-Crate Community, Paul Groth, Carole A. Goble. datasci, 5(2):97-138, 2022. [doi]

Making Canonical Workflow Building Blocks Interoperable across Workflow LanguagesStian Soiland-Reyes, Genis Bayarri, Pau Andrio, Robin Long, Douglas Lowe, Ania Niewielska, Adam Hospital, Paul Groth. dint, 4(2):342-357, 2022. [doi]

Relational graph convolutional networks: a closer lookThiviyan Thanapalasingam, Lucas van Berkel, Peter Bloem, Paul Groth. peerj-cs, 8, 2022. [doi]

2021

Inductive Entity Representations from Text via Link PredictionDaniel Daza, Michael Cochez, Paul Groth. WWW 2021: 798-808 [doi]

GraphPOPE: Retaining Structural Graph Information Using Position-aware Node EmbeddingsJeroen den Boef, Joran Cornelisse, Paul Groth. dl4kg 2021: [doi]

SemEval-2021 Task 8: MeasEval - Extracting Counts and Measurements and their Related ContextsCorey A. Harper, Jessica Cox, Curt Kohler, Antony Scerri, Ron Daniel Jr., Paul Groth. semeval 2021: 306-316 [doi]

Talking datasets - Understanding data sensemaking behavioursLaura Koesten, Kathleen Gregory, Paul Groth, Elena Simperl. ijmms, 146:102562, 2021. [doi]

The Challenges of Cross-Document Coreference Resolution for EmailXue Li, Sara Magliacane, Paul Groth. kcap 2021: 273-276 [doi]

The non-linear impact of data handling on network diffusion modelsJames Nevin, Michael Lees, Paul Groth. patterns, 2(12):100397, 2021. [doi]

Supporting Ontology Maintenance with Contextual Word Embeddings and Maximum Mean DiscrepancyNatasha Shroff, Pierre-Yves Vandenbussche, Véronique Moore, Paul Groth. esws 2021: 11-19 [doi]

Quality Assessment of Knowledge Graph Hierarchies using KG-BERTKinga Szarkowska, Véronique Moore, Pierre-Yves Vandenbussche, Paul Groth. dl4kg 2021: [doi]

Reinforcement Learning-based Collective Entity Alignment with Adaptive FeaturesWeixin Zeng, Xiang Zhao 0002, Jiuyang Tang, Xuemin Lin 0001, Paul Groth. tois, 39(3), 2021. [doi]

2020

CSSA'20: Workshop on Combining Symbolic and Sub-Symbolic Methods and their ApplicationsMehwish Alam, Paul Groth, Pascal Hitzler, Heiko Paulheim, Harald Sack, Volker Tresp. CIKM 2020: 3523-3524 [doi]

Effective distributed representations for academic expert searchMark Berger, Jakub Zavrel, Paul Groth. emnlp 2020: 56-71 [doi]

Dataset search: a surveyAdriane Chapman, Elena Simperl, Laura Koesten, George Konstantinidis, Luis Daniel Ibáñez, Emilia Kacprzak, Paul Groth. vldb, 29(1):251-272, 2020. [doi]

Understanding data search as a socio-technical practiceKathleen Gregory, Helena Cousijn, Paul Groth, Andrea Scharnhorst, Sally Wyatt. jis, 46(4), 2020. [doi]

FAIR Data Reuse - the Path through Data CitationPaul Groth, Helena Cousijn, Tim Clark, Carole A. Goble. dint, 2(1-2):78-86, 2020. [doi]

Introduction - FAIR data, systems and analysisPaul Groth, Michel Dumontier. datasci, 3(1):1-2, 2020. [doi]

Recognizing and Linking Entities in Old Dutch Text: A Case Study on VOC Notary RecordsBarry Hendriks, Paul Groth, Marieke van Erp. colco 2021: 25-36 [doi]

Dataset Reuse: Toward Translating Principles to PracticeLaura Koesten, Pavlos Vougiouklis, Elena Simperl, Paul Groth. patterns, 1(8):100136, 2020. [doi]

A longitudinal analysis of university rankingsFriso Selten, Cameron Neylon, Chun-Kai Huang 0001, Paul Groth. qss, 1(3):1109-1135, 2020. [doi]

PANDAcap: a framework for streamlining collection of full-system tracesManolis Stamatogiannakis, Herbert Bos, Paul Groth. eurosec 2020: 1-6 [doi]

Towards Entity SpacesMarieke van Erp, Paul Groth. lrec 2020: 2129-2137 [doi]

2019

Transfer Learning for Biomedical Named Entity Recognition with BioBERTAnthi Symeonidou, Viachaslau Sazonau, Paul Groth. i-semantics 2019: [doi]

2016

Applying Universal Schemas for Domain Specific Ontology ExpansionPaul Groth, Sujit Pal, Darin McBeath, Brad Allen, Ron Daniel. akbc 2016: 81-85 [doi]

2014

Facilitating Trust on Data through ProvenanceManolis Stamatogiannakis, Paul Groth, Herbert Bos. idtrust 2014: 220-221 [doi]

2013

The Knowledge-Remixing BottleneckPaul Groth. expert, 28(5):44-48, 2013. [doi]

2010

The anatomy of a nanopublicationPaul Groth, Andrew Gibson, Jan Velterop. isu, 30(1-2):51-56, 2010. [doi]

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2010

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