Paul Groth

About Paul Groth

Paul Groth, With an exceptional h-index of 53 and a recent h-index of 31 (since 2020), a distinguished researcher at Universiteit van Amsterdam, specializes in the field of provenance, information integration, web data, knowledge graphs, data engineering.

His recent articles reflect a diverse array of research interests and contributions to the field:

Evaluating FAIR Digital Object and Linked Data as distributed object systems

Evaluating Class Membership Relations in Knowledge Graphs using Large Language Models

SHROOM-INDElab at SemEval-2024 Task 6: Zero-and Few-Shot LLM-Based Classification for Hallucination Detection

AE SemRL: Learning Semantic Association Rules with Autoencoders

From Data Creator to Data Reuser: Distance Matters

Testing Prompt Engineering Methods for Knowledge Extraction from Text

Towards Interactively Improving ML Data Preparation Code via" Shadow Pipelines"

Ontologies in digital twins: A systematic literature review

Paul Groth Information

University

Position

Professor INDE Lab

Citations(all)

25038

Citations(since 2020)

15420

Cited By

14035

hIndex(all)

53

hIndex(since 2020)

31

i10Index(all)

142

i10Index(since 2020)

66

Email

University Profile Page

Google Scholar

Paul Groth Skills & Research Interests

provenance

information integration

web data

knowledge graphs

data engineering

Top articles of Paul Groth

Evaluating FAIR Digital Object and Linked Data as distributed object systems

arXiv preprint arXiv:2306.07436

2023/6/12

Evaluating Class Membership Relations in Knowledge Graphs using Large Language Models

arXiv preprint arXiv:2404.17000

2024/4/25

SHROOM-INDElab at SemEval-2024 Task 6: Zero-and Few-Shot LLM-Based Classification for Hallucination Detection

arXiv preprint arXiv:2404.03732

2024/4/4

Paul Groth
Paul Groth

H-Index: 29

AE SemRL: Learning Semantic Association Rules with Autoencoders

arXiv preprint arXiv:2403.18133

2024/3/26

Erkan Karabulut
Erkan Karabulut

H-Index: 1

Paul Groth
Paul Groth

H-Index: 29

From Data Creator to Data Reuser: Distance Matters

arXiv preprint arXiv:2402.07926

2024/2/5

Testing Prompt Engineering Methods for Knowledge Extraction from Text

Semantic Web. Under Review

2024

Ilaria Tiddi
Ilaria Tiddi

H-Index: 7

Paul Groth
Paul Groth

H-Index: 29

Towards Interactively Improving ML Data Preparation Code via" Shadow Pipelines"

arXiv preprint arXiv:2404.19591

2024/4/30

Ontologies in digital twins: A systematic literature review

2023/12/18

Erkan Karabulut
Erkan Karabulut

H-Index: 1

Paul Groth
Paul Groth

H-Index: 29

BioBLP: a modular framework for learning on multimodal biomedical knowledge graphs

Journal of Biomedical Semantics

2023/12/8

E2eg: End-to-end node classification using graph topology and text-based node attributes

2023/12/4

Paul Groth
Paul Groth

H-Index: 29

AdaTyper: Adaptive Semantic Column Type Detection

arXiv preprint arXiv:2311.13806

2023/11/23

Madelon Hulsebos
Madelon Hulsebos

H-Index: 3

Paul Groth
Paul Groth

H-Index: 29

Introducing the OBSERVATORY Library for End-to-End Table Embedding Inference

2023/10/28

Semantic Association Rule Learning from Time Series Data and Knowledge Graphs

arXiv preprint arXiv:2310.07348

2023/10/11

Erkan Karabulut
Erkan Karabulut

H-Index: 1

Paul Groth
Paul Groth

H-Index: 29

Observatory: Characterizing Embeddings of Relational Tables

arXiv preprint arXiv:2310.07736

2023/10/5

Knowledge Engineering using Large Language Models

arXiv preprint arXiv:2310.00637

2023/10/1

Lise Stork
Lise Stork

H-Index: 2

Paul Groth
Paul Groth

H-Index: 29

Improving graph-to-text generation using cycle training

2023/9

Harnessing the Web and Knowledge Graphs for Automated Impact Investing Scoring

arXiv preprint arXiv:2308.02622

2023/8/4

mlwhatif: What If You Could Stop Re-Implementing Your Machine Learning Pipeline Analyses over and over?

Proceedings of the VLDB Endowment

2023/8/1

An approach for analysing the impact of data integration on complex network diffusion models

Journal of Complex Networks

2023/8/1

Paul Groth
Paul Groth

H-Index: 29

Michael Lees
Michael Lees

H-Index: 20

IntelliGraphs: Datasets for Benchmarking Knowledge Graph Generation

arXiv preprint arXiv:2307.06698

2023/7/13

See List of Professors in Paul Groth University(Universiteit van Amsterdam)

Co-Authors

academic-engine