Search Results for author: Benno Kruit

Found 4 papers, 1 papers with code

Column Vocabulary Association (CVA): semantic interpretation of dataless tables

no code implementations6 Sep 2024 Margherita Martorana, Xueli Pan, Benno Kruit, Tobias Kuhn, Jacco van Ossenbruggen

In this study, we evaluate the performance of various methods in executing the CVA task, including a Large Language Models (LLMs) and Retrieval Augmented Generation (RAG) approach, as well as a more traditional similarity approach with SemanticBERT.

RAG Retrieval-augmented Generation

Tab2Know: Building a Knowledge Base from Tables in Scientific Papers

1 code implementation28 Jul 2021 Benno Kruit, Hongyu He, Jacopo Urbani

First, our pipeline applies weakly supervised classifiers to recognize the type of tables and columns, with the help of a data labeling system and an ontology specifically designed for our purpose.

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