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Analysis of Language Change in Collaborative Instruction Following ...
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Analysis of Language Change in Collaborative Instruction Following
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In: Proceedings of the Society for Computation in Linguistics (2022)
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Analysis of Language Change in Collaborative Instruction Following ...
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Analysis of Language Change in Collaborative Instruction Following ...
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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. ...
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URL: https://dx.doi.org/10.48448/vq89-vg60 https://underline.io/lecture/38614-analysis-of-language-change-in-collaborative-instruction-following
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Continual Learning for Grounded Instruction Generation by Observing Human Following Behavior ...
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Universal Dependencies 2.2
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In: https://hal.archives-ouvertes.fr/hal-01930733 ; 2018 (2018)
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A Corpus for Reasoning About Natural Language Grounded in Photographs ...
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Touchdown: Natural Language Navigation and Spatial Reasoning in Visual Street Environments ...
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Universal Dependencies 2.1
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In: https://hal.inria.fr/hal-01682188 ; 2017 (2017)
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