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A user-centred analysis of explanations for a multi-component semantic parser

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2020) 12089 LNCS 37-44
DOI: 10.1007/978-3-030-51310-8_4
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Abstract

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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Sales, J. E., Freitas, A., & Handschuh, S. (2020). A user-centred analysis of explanations for a multi-component semantic parser. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 12089 LNCS, pp. 37–44). Springer. https://doi.org/10.1007/978-3-030-51310-8_4

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