11958@AAAI

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#1 Canonical Correlation Inference for Mapping Abstract Scenes to Text [PDF] [Copy] [Kimi] [REL]

Authors: Nikos Papasarantopoulos, Helen Jiang, Shay Cohen

We describe a technique for structured prediction, based on canonical correlation analysis. Our learning algorithm finds two projections for the input and the output spaces that aim at projecting a given input and its correct output into points close to each other. We demonstrate our technique on a language-vision problem, namely the problem of giving a textual description to an "abstract scene".

Subject: AAAI.2018 - NLP and Machine Learning