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Hits 1 – 4 of 4
1
Analysis of Language Change in Collaborative Instruction Following ...
Effenberger, Anna
;
Yan, Eva
;
Singh, Rhia
. - : University of Massachusetts Amherst, 2022
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2
Analysis of Language Change in Collaborative Instruction Following
Effenberger, Anna
;
Yan, Eva
;
Singh, Rhia
;
Suhr, Alane
;
Artzi, Yoav
In: Proceedings of the Society for Computation in Linguistics (2022)
Abstract:
We analyze language change over time in a collaborative, goal-oriented instructional task, where utility-maximizing participants form conventions and increase their expertise. Prior work studied such scenarios mostly in the context of reference games, and consistently found that language complexity is reduced along multiple dimensions, such as utterance length, as conventions are formed. In contrast, we find that, given the ability to increase instruction utility, instructors increase language complexity along these previously studied dimensions to better collaborate with increasingly skilled instruction followers.
Keyword:
collaboration
;
Computational Linguistics
;
convention formation
;
instruction following
;
interaction
;
language change
;
language grounding
URL:
https://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1239&context=scil
https://scholarworks.umass.edu/scil/vol5/iss1/17
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3
Analysis of Language Change in Collaborative Instruction Following ...
Effenberger, Anna
;
Yan, Eva
;
Singh, Rhia
. - : arXiv, 2021
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4
Analysis of Language Change in Collaborative Instruction Following ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Artzi, Yoav
;
Effenberger, Anna
. - : Underline Science Inc., 2021
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