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
no code implementations • 1 Oct 2020 • Sam Sattarzadeh, Mahesh Sudhakar, Anthony Lem, Shervin Mehryar, K. N. Plataniotis, Jongseong Jang, Hyunwoo Kim, Yeonjeong Jeong, Sangmin Lee, Kyunghoon Bae
In this work, we collect visualization maps from multiple layers of the model based on an attribution-based input sampling technique and aggregate them to reach a fine-grained and complete explanation.