no code implementations • SemTab@ISWC 2023 • Shervin Mehryar, Remzi Celebi
In this paper we investigate automated annotation of tabular data using semantic technologies in combination with neural network embedding.
Ranked #2 on Columns Property Annotation on WDC SOTAB V2
1 code implementation • 12 Oct 2023 • Dong Yang, Xu Wang, Remzi Celebi
To address this, we present Vocabulary Expandable BERT for knowledge base construction, which expand the language model's vocabulary while preserving semantic embeddings for newly added words.
Ranked #1 on Knowledge Base Population on LM-KBC 2023
no code implementations • 2 Feb 2023 • Visara Urovi, Remzi Celebi, Chang Sun, Linda Rieswijk, Michael Erard, Arif Yilmaz, Kody Moodley, Parveen Kumar, Michel Dumontier
However, guidance on the responsibilities of the data scientists and the other involved actors in a data science project is typically missing.
2 code implementations • 20 Nov 2019 • Remzi Celebi, Joao Rebelo Moreira, Ahmed A. Hassan, Sandeep Ayyar, Lars Ridder, Tobias Kuhn, Michel Dumontier
Our evaluation shows the high degree to which our FAIRified OpenPREDICT workflow now adheres to the FAIR principles and the practicality and usefulness of being able to answer our new competency questions.