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Generating Instructions at Different Levels of Abstraction ...
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Abstract:
When generating technical instructions, it is often convenient to describe complex objects in the world at different levels of abstraction. A novice user might need an object explained piece by piece, while for an expert, talking about the complex object (e.g. a wall or railing) directly may be more succinct and efficient. We show how to generate building instructions at different levels of abstraction in Minecraft. We introduce the use of hierarchical planning to this end, a method from AI planning which can capture the structure of complex objects neatly. A crowdsourcing evaluation shows that the choice of abstraction level matters to users, and that an abstraction strategy which balances low-level and high-level object descriptions compares favorably to ones which don’t. ...
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Keyword:
Computer and Information Science; Natural Language Processing; Neural Network
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URL: https://underline.io/lecture/6296-generating-instructions-at-different-levels-of-abstraction https://dx.doi.org/10.48448/9ecx-eq63
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Every child should have parents: a taxonomy refinement algorithm based on hyperbolic term embeddings ...
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Predictive Dependency Parsing ; Vorhersagendes Dependenzparsing
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Köhn, Arne. - : Staats- und Universitätsbibliothek Hamburg Carl von Ossietzky, 2019
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Finding the way from ä to a: Sub-character morphological inflection for the SIGMORPHON 2018 Shared Task ...
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An Empirical Analysis of the Correlation of Syntax and Prosody ...
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