A User-centred Analysis of Explanations for a Multi-component Semantic Parser

This paper shows the preliminary results of an initial effort to analyse whether explanations associated with a semantic parser help users to generalise the system’s mechanisms regardless of their technical background. With the support of a user-centred experiment with 66 participants, we evaluated...

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Detalles Bibliográficos
Autores principales: Sales, Juliano Efson, Freitas, André, Handschuh, Siegfried
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7298187/
http://dx.doi.org/10.1007/978-3-030-51310-8_4
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author Sales, Juliano Efson
Freitas, André
Handschuh, Siegfried
author_facet Sales, Juliano Efson
Freitas, André
Handschuh, Siegfried
author_sort Sales, Juliano Efson
collection PubMed
description This paper shows the preliminary results of an initial effort to analyse whether explanations associated with a semantic parser help users to generalise the system’s mechanisms regardless of their technical background. With the support of a user-centred experiment with 66 participants, we evaluated the user’s mental model by associating the linguistic features from a set of explanations to the system’s behaviour.
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spelling pubmed-72981872020-06-17 A User-centred Analysis of Explanations for a Multi-component Semantic Parser Sales, Juliano Efson Freitas, André Handschuh, Siegfried Natural Language Processing and Information Systems Article This paper shows the preliminary results of an initial effort to analyse whether explanations associated with a semantic parser help users to generalise the system’s mechanisms regardless of their technical background. With the support of a user-centred experiment with 66 participants, we evaluated the user’s mental model by associating the linguistic features from a set of explanations to the system’s behaviour. 2020-05-26 /pmc/articles/PMC7298187/ http://dx.doi.org/10.1007/978-3-030-51310-8_4 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Sales, Juliano Efson
Freitas, André
Handschuh, Siegfried
A User-centred Analysis of Explanations for a Multi-component Semantic Parser
title A User-centred Analysis of Explanations for a Multi-component Semantic Parser
title_full A User-centred Analysis of Explanations for a Multi-component Semantic Parser
title_fullStr A User-centred Analysis of Explanations for a Multi-component Semantic Parser
title_full_unstemmed A User-centred Analysis of Explanations for a Multi-component Semantic Parser
title_short A User-centred Analysis of Explanations for a Multi-component Semantic Parser
title_sort user-centred analysis of explanations for a multi-component semantic parser
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7298187/
http://dx.doi.org/10.1007/978-3-030-51310-8_4
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