Paul Groth

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 114

Top Venues

Publications

Stefan Grafberger, Paul Groth, Sebastian Schelter
Towards Interactively Improving ML Data Preparation Code via "Shadow Pipelines". DEEM@SIGMOD (2024)
Bradley P. Allen, Fina Polat, Paul Groth
SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection. CoRR (2024)
Stian Soiland-Reyes, Carole A. Goble, Paul Groth
Evaluating FAIR Digital Object and Linked Data as distributed object systems. PeerJ Comput. Sci. 10 (2024)
Daniel Daza, Cuong Xuan Chu, Trung-Kien Tran, Daria Stepanova, Michael Cochez, Paul Groth
Explaining Graph Neural Networks for Node Similarity on Graphs. CoRR (2024)
Erkan Karabulut, Salvatore F. Pileggi, Paul Groth, Victoria Degeler
Ontologies in digital twins: A systematic literature review. Future Gener. Comput. Syst. 153 (2024)
Erkan Karabulut, Victoria Degeler, Paul Groth
AE SemRL: Learning Semantic Association Rules with Autoencoders. CoRR (2024)
Zeyu Zhang, Paul Groth, Iacer Calixto, Sebastian Schelter
Directions Towards Efficient and Automated Data Wrangling with Large Language Models. ICDEW (2024)
Stefan Grafberger, Paul Groth, Sebastian Schelter
Towards Interactively Improving ML Data Preparation Code via "Shadow Pipelines". CoRR (2024)
Lucas Prieto, Jeroen den Boef, Paul Groth, Joran Cornelisse
Parameter Efficient Node Classification on Homophilic Graphs. Trans. Mach. Learn. Res. 2023 (2023)
Erkan Karabulut, Salvatore F. Pileggi, Paul Groth, Victoria Degeler
Ontologies in Digital Twins: A Systematic Literature Review. CoRR (2023)
James Nevin, Paul Groth, Michael Lees
Data Integration Landscapes: The Case for Non-optimal Solutions in Network Diffusion Models. ICCS (1) (2023)
Tu Anh Dinh, Jeroen den Boef, Joran Cornelisse, Paul Groth
E2EG: End-to-End Node Classification Using Graph Topology and Text-based Node Attributes. ICDM (Workshops) (2023)
Erkan Karabulut, Victoria Degeler, Paul Groth
Semantic Association Rule Learning from Time Series Data and Knowledge Graphs. SemIIM (2023)
Bradley P. Allen, Lise Stork, Paul Groth
Knowledge Engineering Using Large Language Models. TGDK 1 (1) (2023)
Sami Jullien, Romain Deffayet, Jean-Michel Renders, Paul Groth, Maarten de Rijke
Distributional Reinforcement Learning with Dual Expectile-Quantile Regression. CoRR (2023)
Stefan Grafberger, Shubha Guha, Paul Groth, Sebastian Schelter
MLWHATIF: What If You Could Stop Re-Implementing Your Machine Learning Pipeline Analyses Over and Over? Proc. VLDB Endow. 16 (12) (2023)
Erkan Karabulut, Victoria Degeler, Paul Groth
Semantic Association Rule Learning from Time Series Data and Knowledge Graphs. CoRR (2023)
Xue Li, Anthony James Hughes, Majlinda Llugiqi, Fina Polat, Paul Groth, Fajar J. Ekaputra
Knowledge-centric Prompt Composition for Knowledge Base Construction from Pre-trained Language Models. KBC-LM/LM-KBC@ISWC (2023)
Madelon Hulsebos, Paul Groth, Çagatay Demiralp
AdaTyper: Adaptive Semantic Column Type Detection. CoRR (2023)
Xue Li, Fina Polat, Paul Groth
Do Instruction-tuned Large Language Models Help with Relation Extraction? KBC-LM/LM-KBC@ISWC (2023)
James Nevin, Paul Groth, Michael Lees
An approach for analysing the impact of data integration on complex network diffusion models. J. Complex Networks 11 (4) (2023)
Daniel Daza, Dimitrios Alivanistos, Payal Mitra, Thom Pijnenburg, Michael Cochez, Paul Groth
BioBLP: A Modular Framework for Learning on Multimodal Biomedical Knowledge Graphs. CoRR (2023)
Thiviyan Thanapalasingam, Emile van Krieken, Peter Bloem, Paul Groth
IntelliGraphs: Datasets for Benchmarking Knowledge Graph Generation. CoRR (2023)
Bradley P. Allen, Lise Stork, Paul Groth
Knowledge Engineering using Large Language Models. CoRR (2023)
Melika Ayoughi, Pascal Mettes, Paul Groth
Self-contained Entity Discovery from Captioned Videos. ACM Trans. Multim. Comput. Commun. Appl. 19 (5s) (2023)
Tianji Cong, Madelon Hulsebos, Zhenjie Sun, Paul Groth, H. V. Jagadish
Observatory: Characterizing Embeddings of Relational Tables. Proc. VLDB Endow. 17 (4) (2023)
Tianji Cong, Madelon Hulsebos, Zhenjie Sun, Paul Groth, H. V. Jagadish
Observatory: Characterizing Embeddings of Relational Tables. CoRR (2023)
Gyte Tamasauskaite, Paul Groth
Defining a Knowledge Graph Development Process Through a Systematic Review. ACM Trans. Softw. Eng. Methodol. 32 (1) (2023)
Stefan Grafberger, Paul Groth, Sebastian Schelter
Provenance Tracking for End-to-End Machine Learning Pipelines. WWW (Companion Volume) (2023)
Daniel Daza, Dimitrios Alivanistos, Payal Mitra, Thom Pijnenburg, Michael Cochez, Paul Groth
BioBLP: a modular framework for learning on multimodal biomedical knowledge graphs. J. Biomed. Semant. 14 (1) (2023)
Stian Soiland-Reyes, Carole A. Goble, Paul Groth
Evaluating FAIR Digital Object and Linked Data as distributed object systems. CoRR (2023)
Stefan Grafberger, Paul Groth, Sebastian Schelter
Automating and Optimizing Data-Centric What-If Analyses on Native Machine Learning Pipelines. Proc. ACM Manag. Data 1 (2) (2023)
Madelon Hulsebos, Çagatay Demiralp, Paul Groth
GitTables: A Large-Scale Corpus of Relational Tables. Proc. ACM Manag. Data 1 (1) (2023)
Sami Jullien, Mozhdeh Ariannezhad, Paul Groth, Maarten de Rijke
A Simulation Environment and Reinforcement Learning Method for Waste Reduction. Trans. Mach. Learn. Res. 2023 (2023)
Qingzhi Hu, Daniel Daza, Laurens Swinkels, Kristina Usaite, Robbert-Jan 't Hoen, Paul Groth
Harnessing the Web and Knowledge Graphs for Automated Impact Investing Scoring. CoRR (2023)
Stefan Grafberger, Paul Groth, Sebastian Schelter
Towards data-centric what-if analysis for native machine learning pipelines. DEEM@SIGMOD (2022)
Madelon Hulsebos, Sneha Gathani, James Gale, Isil Dillig, Paul Groth, Çagatay Demiralp
Making Table Understanding Work in Practice. CIDR (2022)
Stian 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
Packaging research artefacts with RO-Crate. Data Sci. 5 (2) (2022)
Thiviyan Thanapalasingam, Lucas van Berkel, Peter Bloem, Paul Groth
Relational graph convolutional networks: a closer look. PeerJ Comput. Sci. 8 (2022)
Stian Soiland-Reyes, Genis Bayarri, Pau Andrio, Robin Long, Douglas Lowe, Ania Niewielska, Adam Hospital, Paul Groth
Making Canonical Workflow Building Blocks Interoperable across Workflow Languages. Data Intell. 4 (2) (2022)
Valentina Anita Carriero, Paul Groth, Valentina Presutti
Towards improving Wikidata reuse with emerging patterns. Wikidata@ISWC (2022)
Tu Anh Dinh, Jeroen den Boef, Joran Cornelisse, Paul Groth
E2EG: End-to-End Node Classification Using Graph Topology and Text-based Node Attributes. CoRR (2022)
Sami Jullien, Mozhdeh Ariannezhad, Paul Groth, Maarten de Rijke
GLDQN: Explicitly Parameterized Quantile Reinforcement Learning for Waste Reduction. CoRR (2022)
Daniel Daza, Michael Cochez, Paul Groth
SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning. SPNLP@ACL (2022)
Max Schröder, Susanne Stählke, Paul Groth, J. Barbara Nebe, Sascha Spors, Frank Krüger
Structure-based knowledge acquisition from electronic lab notebooks for research data provenance documentation. J. Biomed. Semant. 13 (1) (2022)
Corey A. Harper, Ron Daniel Jr., Paul Groth
Question Answering with Additive Restrictive Training (QuAART): Question Answering for the Rapid Development of New Knowledge Extraction Pipelines. EKAW (2022)
Stefan Grafberger, Paul Groth, Julia Stoyanovich, Sebastian Schelter
Data distribution debugging in machine learning pipelines. VLDB J. 31 (5) (2022)
Paul Groth, Elena Simperl, Marieke van Erp, Denny Vrandecic
Knowledge Graphs and their Role in the Knowledge Engineering of the 21st Century (Dagstuhl Seminar 22372). Dagstuhl Reports 12 (9) (2022)
Melika Ayoughi, Pascal Mettes, Paul Groth
Self-Contained Entity Discovery from Captioned Videos. CoRR (2022)
Paul Groth
Informing Data Search through Data Practice. NLIWoD@ESWC (2022)
Stian Soiland-Reyes, Peter Sefton, Mercè Crosas, Leyla Jael Castro, Frederik Coppens, José M. 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
Packaging research artefacts with RO-Crate. CoRR (2021)
Daniel Daza, Michael Cochez, Paul Groth
Inductive Entity Representations from Text via Link Prediction. WWW (2021)
Jeroen den Boef, Joran Cornelisse, Paul Groth
GraphPOPE: Retaining Structural Graph Information Using Position-aware Node Embeddings. DL4KG@ISWC (2021)
Corey A. Harper, Jessica Cox, Curt Kohler, Antony Scerri, Ron Daniel Jr., Paul Groth
SemEval-2021 Task 8: MeasEval - Extracting Counts and Measurements and their Related Contexts. SemEval@ACL/IJCNLP (2021)
Anna-Lena Lamprecht, Magnus Palmblad, Jon C. Ison, Veit Schwämmle, Mohammad Sadnan Al Manir, Ilkay Altintas, Christopher J. O. Baker, Ammar Ben Hadj Amor, Salvador Capella-Gutiérrez, Paulos Charonyktakis, Michael R. Crusoe, Yolanda Gil, Carole A. Goble, Timothy J. Griffin, Paul Groth, Hans Ienasescu, Pratik D. Jagtap, Matús Kalas, Vedran Kasalica, Alireza Khanteymoori, Tobias Kuhn, Hailiang Mei, Hervé Ménager, Steffen Möller, Robin A. Richardson, Vincent Robert, Stian Soiland-Reyes, Robert Stevens, Szaniszlo Szoke, Suzan Verberne, Aswin Verhoeven, Katherine Wolstencroft
Perspectives on automated composition of workflows in the life sciences. F1000Research 10 (2021)
Weixin Zeng, Xiang Zhao, Jiuyang Tang, Xuemin Lin, Paul Groth
Reinforcement Learning-based Collective Entity Alignment with Adaptive Features. ACM Trans. Inf. Syst. 39 (3) (2021)
Madelon Hulsebos, Sneha Gathani, James Gale, Isil Dillig, Paul Groth, Çagatay Demiralp
Making Table Understanding Work in Practice. CoRR (2021)
James Nevin, Michael Lees, Paul Groth
The non-linear impact of data handling on network diffusion models. Patterns 2 (12) (2021)
Weixin Zeng, Xiang Zhao, Jiuyang Tang, Xuemin Lin, Paul Groth
Reinforcement Learning based Collective Entity Alignment with Adaptive Features. CoRR (2021)
Xue Li, Sara Magliacane, Paul Groth
The Challenges of Cross-Document Coreference Resolution for Email. K-CAP (2021)
Madelon Hulsebos, Çagatay Demiralp, Paul Groth
GitTables: A Large-Scale Corpus of Relational Tables. CoRR (2021)
Laura Koesten, Kathleen Gregory, Paul Groth, Elena Simperl
Talking datasets - Understanding data sensemaking behaviours. Int. J. Hum. Comput. Stud. 146 (2021)
Kinga Szarkowska, Véronique Moore, Pierre-Yves Vandenbussche, Paul Groth
Quality Assessment of Knowledge Graph Hierarchies using KG-BERT. DL4KG@ISWC (2021)
Natasha Shroff, Pierre-Yves Vandenbussche, Véronique Moore, Paul Groth
Supporting Ontology Maintenance with Contextual Word Embeddings and Maximum Mean Discrepancy. DeepOntoNLP/X-SENTIMENT@ESWC (2021)
Thiviyan Thanapalasingam, Lucas van Berkel, Peter Bloem, Paul Groth
Relational Graph Convolutional Networks: A Closer Look. CoRR (2021)
Mark Berger, Jakub Zavrel, Paul Groth
Effective distributed representations for academic expert search. SDP@EMNLP (2020)
Paul Groth, Helena Cousijn, Tim Clark, Carole A. Goble
FAIR Data Reuse - the Path through Data Citation. Data Intell. 2 (1-2) (2020)
Mark Berger, Jakub Zavrel, Paul Groth
Effective Distributed Representations for Academic Expert Search. CoRR (2020)
Manolis Stamatogiannakis, Herbert Bos, Paul Groth
PANDAcap: a framework for streamlining collection of full-system traces. EuroSec@EuroSys (2020)
Ryan Brate, Paul Groth, Marieke van Erp
Towards Olfactory Information Extraction from Text: A Case Study on Detecting Smell Experiences in Novels. CoRR (2020)
Laura Koesten, Pavlos Vougiouklis, Elena Simperl, Paul Groth
Dataset Reuse: Toward Translating Principles to Practice. Patterns 1 (8) (2020)
Adriane Chapman, Elena Simperl, Laura Koesten, George Konstantinidis, Luis-Daniel Ibáñez, Emilia Kacprzak, Paul Groth
Dataset search: a survey. VLDB J. 29 (1) (2020)
Daniel Daza, Michael Cochez, Paul Groth
Inductive Entity Representations from Text via Link Prediction. CoRR (2020)
Barry Hendriks, Paul Groth, Marieke van Erp
Recognizing and Linking Entities in Old Dutch Text: A Case Study on VOC Notary Records. COLCO (2020)
Mehwish Alam, Paul Groth, Pascal Hitzler, Heiko Paulheim, Harald Sack, Volker Tresp
CSSA'20: Workshop on Combining Symbolic and Sub-Symbolic Methods and their Applications. CIKM (2020)
Kathleen Gregory, Helena Cousijn, Paul Groth, Andrea Scharnhorst, Sally Wyatt
Understanding data search as a socio-technical practice. J. Inf. Sci. 46 (4) (2020)
Paul Groth, Michel Dumontier
Introduction - FAIR data, systems and analysis. Data Sci. 3 (1) (2020)
George Fletcher, Paul Groth, Juan F. Sequeda
Knowledge Scientists: Unlocking the data-driven organization. CoRR (2020)
Friso Selten, Cameron Neylon, Chun-Kai Huang, Paul Groth
A longitudinal analysis of university rankings. Quant. Sci. Stud. 1 (3) (2020)
Marieke van Erp, Paul Groth
Towards Entity Spaces. LREC (2020)
Adriane Chapman, Elena Simperl, Laura Koesten, George Konstantinidis, Luis-Daniel Ibáñez-Gonzalez, Emilia Kacprzak, Paul Groth
Dataset search: a survey. CoRR (2019)
Kathleen Gregory, Paul Groth, Andrea Scharnhorst, Sally Wyatt
Lost or found? Discovering data needed for research. CoRR (2019)
Anthi Symeonidou, Viachaslau Sazonau, Paul Groth
Transfer Learning for Biomedical Named Entity Recognition with BioBERT. SEMANTiCS Posters&Demos (2019)
Friso Selten, Cameron Neylon, Chun-Kai Huang, Paul Groth
A Longitudinal Analysis of University Rankings. CoRR (2019)
Paul Groth, Antony Scerri, Ron Daniel Jr., Bradley P. Allen
End-to-End Learning for Answering Structured Queries Directly over Text. DL4KG@ESWC (2019)
Kathleen Gregory, Paul Groth, Helena Cousijn, Andrea Scharnhorst, Sally Wyatt
Searching Data: A Review of Observational Data Retrieval Practices in Selected Disciplines. J. Assoc. Inf. Sci. Technol. 70 (5) (2019)
Laura Koesten, Kathleen Gregory, Paul Groth, Elena Simperl
Talking datasets: Understanding data sensemaking behaviours. CoRR (2019)
Laura Koesten, Philipp Mayr, Paul Groth, Elena Simperl, Maarten de Rijke
Report on the DATA: SEARCH'18 workshop - Searching Data on the Web. SIGIR Forum 52 (2) (2018)
Paul Groth, Michael Lauruhn, Antony Scerri, Ron Daniel Jr.
Open Information Extraction on Scientific Text: An Evaluation. COLING (2018)
Paul Groth, Antony Scerri, Ron Daniel Jr., Bradley P. Allen
End-to-End Learning for Answering Structured Queries Directly over Text. CoRR (2018)
Paul Groth, Amelie Gyrard
Demo Track Chairs' Welcome & Organization. WWW (Companion Volume) (2018)
Paul Groth, Michael Lauruhn, Antony Scerri, Ron Daniel Jr.
Open Information Extraction on Scientific Text: An Evaluation. CoRR (2018)
Paul Groth, Laura Koesten, Philipp Mayr, Maarten de Rijke, Elena Simperl
DATA: SEARCH'18 - Searching Data on the Web. CoRR (2018)
Kathleen Gregory, Helena Cousijn, Paul Groth, Andrea Scharnhorst, Sally Wyatt
Understanding Data Retrieval Practices: A Social Informatics Perspective. CoRR (2018)
Paul Groth, Laura Koesten, Philipp Mayr, Maarten de Rijke, Elena Simperl
DATA: SEARCH'18 - Searching Data on the Web. SIGIR (2018)
Michael Lauruhn, Paul Groth, Corey A. Harper, Helena F. Deus
Use of Internal Testing Data to Help Determine Compensation for Crowdsourcing Tasks. HumL@ISWC (2018)
Alex DeJong, Radmila Bord, Will Dowling, Rinke Hoekstra, Ryan Moquin, Charlie O, Mevan Samarasinghe, Paul Snyder, Craig E. Stanley Jr., Anna Tordai, Michael Trefry, Paul Groth
Elsevier's Healthcare Knowledge Graph and the Case for Enterprise Level Linked Data Standards. ISWC (P&D/Industry/BlueSky) (2018)
Peter Cotroneo, Wouter Haak, Gabriel Oscares, Eleonora Presani, Abhinav Rohatgi, Paul Groth
From Data Search to Data Showcasing: The Role of Semantic Technologies in a New Service. ISWC (P&D/Industry/BlueSky) (2018)
Marcin Wylot, Philippe Cudré-Mauroux, Manfred Hauswirth, Paul Groth
Storing, Tracking, and Querying Provenance in Linked Data. IEEE Trans. Knowl. Data Eng. 29 (8) (2017)
Kathleen Gregory, Paul Groth, Helena Cousijn, Andrea Scharnhorst, Sally Wyatt
Searching Data: A Review of Observational Data Retrieval Practices. CoRR (2017)

Paul Groth.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Paul Groth