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otherentity ID: textualrepresentations

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Evaluating Textual Representations through Image Generation

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AbstractWe present a methodology for determining the quality of textual representations through the ability to generate images from them. Continuous representations of textual input are ubiquitous in modern Natural Language …...

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Publication: TIPSTER (2023)

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AbstractVector representations of natural language are ubiquitous in search applications. Recently, various methods based on contrastive learning have been proposed to learn textual representations from unlabelled data; by maximizing alignment …...

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