Starting with a formal definition of the process of scholarly editing, we further formalize it by exploiting Category Theory. We then apply this formal model to automated Natural Language Processing tools, highlighting the parallelism between composition and associativity and linguistic tool pipelines. We then discuss the notion of interoperability between tools. Finally, we propose some future improvements to the proposed formal model.

Document Analysis and Philological Operations. Is Category Theory a suitable approach?

Gratta, Riccardo Del
Primo
Writing – Original Draft Preparation
;
Zenzaro, Simone
Writing – Original Draft Preparation
;
Grosso, Angelo Del
Writing – Original Draft Preparation
;
Boschetti, Federico
Writing – Original Draft Preparation
2023

Abstract

Starting with a formal definition of the process of scholarly editing, we further formalize it by exploiting Category Theory. We then apply this formal model to automated Natural Language Processing tools, highlighting the parallelism between composition and associativity and linguistic tool pipelines. We then discuss the notion of interoperability between tools. Finally, we propose some future improvements to the proposed formal model.
2023
Istituto di linguistica computazionale "Antonio Zampolli" - ILC
978-1-6654-6133-7
Information science
Text analysis
Pipelines
Parallel processing
Natural language processing
Interoperability
Linguistic and philological operations
Category Theory
Formal Models
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/504561
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