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Before going through on object recognition in images, I'm curious about how they managed to arrange perfect sentence for the caption. Are we already at the poi
by yihyeh 12y ago
Before going through on object recognition in images, I'm curious about how they managed to arrange perfect sentence for the caption.
Are we already at the point where NN can arrange perfect sentence when we throw bunch of words into it?
- ogrisel 12y agoYes, there is a recent trend to use Recurrent Neural Networks to model the structure and semantics of sentences. This used in particular to do research for Machine Translation by people at Google and the University of Montreal in particular: http://scholar.google.fr/scholar?q=rnn+lstm+machine+translation http://scholar.google.fr/scholar?q=rnn+lstm+machine+translat...
- userbinator 12y agoThey're not perfect but similar to what NN-based machine translators output; it's not completely consistent. E.g. "girl in pink dress is jumping in air." vs "black and white dog jumps over bar."