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material ID: multimodalrepresentations

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Image Pivoting for Learning Multilingual Multimodal Representations

Authors: nan

Publication: TIPSTER (2017)

DOI: nan

AbstractIn this paper we propose a model to learn multimodal multilingual representations for matching images and sentences in different languages, with the aim of advancing multilingual versions of image search …...

32631

Multimodal Frame Identification with Multilingual Evaluation

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractAn essential step in FrameNet Semantic Role Labeling is the Frame Identification (FrameId) task, which aims at disambiguating a situation around a predicate. Whilst current FrameId methods rely on textual …...

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The Effects of Unimodal Representation Choices on Multimodal Learning

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

Multimodal representations are distributed vectors that map multiple modes of information to a single mathematical space, where distances between instances delineate their similarity. In most cases, using a single unimodal …...

17686

Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractMental health conditions remain underdiagnosed even in countries with common access to advanced medical care. The ability to accurately and efficiently predict mood from easily collectible data has several important …...

8462