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DEBACER: a method for slicing moderated debates

Abstract : Subjects change frequently in moderated debates with several participants, such as in parliamentary sessions, electoral debates, and trials. Partitioning a debate into blocks with the same subject is essential for understanding. Often a moderator is responsible for defining when a new block begins so that the task of automatically partitioning a moderated debate can focus solely on the moderator's behavior. In this paper, we (i) propose a new algorithm, DEBACER, which partitions moderated debates; (ii) carry out a comparative study between conventional and BERTimbau pipelines; and (iii) validate DEBACER applying it to the minutes of the Assembly of the Republic of Portugal. Our results show the effectiveness of DEBACER.
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https://hal.telecom-paris.fr/hal-03527450
Contributor : Thomas Palmeira Ferraz Connect in order to contact the contributor
Submitted on : Saturday, January 15, 2022 - 6:49:55 PM
Last modification on : Friday, January 28, 2022 - 3:12:51 AM
Long-term archiving on: : Saturday, April 16, 2022 - 6:15:20 PM

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Thomas Palmeira Ferraz, Alexandre Alcoforado, Enzo Bustos, André Seidel Oliveira, Rodrigo Gerber, et al.. DEBACER: a method for slicing moderated debates. Anais do XVIII Encontro Nacional de Inteligência Artificial e Computacional, Nov 2021, São Paulo, Brazil. pp.667-678, ⟨10.5753/eniac.2021.18293⟩. ⟨hal-03527450⟩

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