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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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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. ... : Findings of EMNLP 2021 Short Paper ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.2109.04452 https://arxiv.org/abs/2109.04452
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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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Evaluating Models' Local Decision Boundaries via Contrast Sets ...
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What is Learned in Visually Grounded Neural Syntax Acquisition ...
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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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Mapping Instructions and Visual Observations to Actions with Reinforcement Learning ...
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Learning to Automatically Solve Algebra Word Problems
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In: MIT web domain (2014)
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