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https://www.um.edu.mt/library/oar/handle/123456789/22381
Title: | Reference production as search : the impact of domain size on the production of distinguishing descriptions |
Authors: | Gatt, Albert Krahmer, Emiel van Deemter, Kees van Gompel, Roger P.G. |
Keywords: | Natural language processing (Computer science) Corpora (Linguistics) Linguistic analysis (Linguistics) |
Issue Date: | 2017 |
Publisher: | Brill - Rodopi |
Citation: | Gatt, A., Krahmer, E., Deemter, K., & Gompel, R. P. (2017). Reference production as search: the impact of domain size on the production of distinguishing descriptions. Cognitive Science, 41, 1-65. |
Abstract: | When producing a description of a target referent in a visual context, speakers need to choose a set of properties that distinguish it from its distractors. Computational models of language production/generation usually model this as a search process and predict that the time taken will increase both with the number of distractors in a scene and with the number of properties required to distinguish the target. These predictions are reminiscent of classic ndings in visual search; however, unlike models of reference production, visual search models also predict that search can become very e cient under certain conditions, something that reference production models do not consider. This paper investigates the predictions of these models empirically. In two experiments, we show that the time taken to plan a referring expression { as re ected by speech onset latencies { is in uenced by distractor set size and by the number of properties required, but this crucially depends on the discriminability of the properties under consideration. We discuss the implications for current models of reference production and recent work on the role of salience in visual search. |
URI: | https://www.um.edu.mt/library/oar//handle/123456789/22381 |
Appears in Collections: | Scholarly Works - InsLin |
Files in This Item:
File | Description | Size | Format | |
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cognitive-science_distractor-set-size.pdf | 684.12 kB | Adobe PDF | View/Open |
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