From Heuristics to Language Models: A Journey Through the Universe of Semantic Table Interpretation with DAGOBAH

Viet-Phi Huynh, Yoan Chabot, Thomas Labbé, Jixiong Liu, Raphaël Troncy. From Heuristics to Language Models: A Journey Through the Universe of Semantic Table Interpretation with DAGOBAH. In Vasilis Efthymiou, Ernesto Jiménez-Ruiz, Jiaoyan Chen, Vincenzo Cutrona, Oktie Hassanzadeh, Juan Sequeda, Kavitha Srinivas, Nora Abdelmageed, Madelon Hulsebos, editors, Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching, SemTab 2021, co-located with the 21st International Semantic Web Conference, ISWC 2022, Virtual conference, October 23-27, 2022. Volume 3320 of CEUR Workshop Proceedings, pages 45-58, CEUR-WS.org, 2022. [doi]

Abstract

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