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task ID: spatialreasoning

Related Papers

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Authors: nan

Publication: TIPSTER (2010)

DOI: nan

AbstractThis paper presents a corpus of annotated motion events and their event structure. We consider motion events triggered by a set of motion evoking words and contemplate both literal and …...

7693

Representation Learning for Grounded Spatial Reasoning

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AbstractThe interpretation of spatial references is highly contextual, requiring joint inference over both language and the environment. We consider the task of spatial reasoning in a simulated environment, where an …...

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From Spatial Relations to Spatial Configurations

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AbstractSpatial Reasoning from language is essential for natural language understanding. Supporting it requires a representation scheme that can capture spatial phenomena encountered in language as well as in images and …...

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SPARTQA: A Textual Question Answering Benchmark for Spatial Reasoning

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AbstractThis paper proposes a question-answering (QA) benchmark for spatial reasoning on natural language text which contains more realistic spatial phenomena not covered by prior work and is challenging for state-of-the-art …...

21486

LOViS: Learning Orientation and Visual Signals for Vision and Language Navigation

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Publication: TIPSTER (2022)

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AbstractUnderstanding spatial and visual information is essential for a navigation agent who follows natural language instructions. The current Transformer-based VLN agents entangle the orientation and vision information, which limits the …...

4717