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DCGAN-Sentence

This is a sentence generater using Deep Convolutional Generative Adversarial Network (DCGAN) (http://arxiv.org/abs/1511.06434). A sentence is represented as sentence-image with shape (max_sentence_length x vector_size), which is ordered concatenation of word vectors.

This needs dataset of many sentences and pretrained word vectors.

This is derived from mattya/chainer-DCGAN. Thank you!, mattya!

Generated examples

    0 six woman woman hugging the swimming . <EOS>.7
    1 two men are walking on the at . <EOS>.8
    2 two man and fabrics at the crying near a kitchen . <EOS>.11
    3 decaying young woman is woman are . <EOS>.7
    4 two woman is playing to the pegs . <EOS>.8
    5 the man in just yellow shirt is standing away the water and the sidewalk . <EOS>.15
    6 two men prostitutes are to down a skins them . <EOS>.10
    7 the woman is playing to girl with at her waist-high and mannequins hillock . <EOS>.14
    8 rooting women woman pulling to the crowd with a tugging onlookers . <EOS>.12
    9 two women are playing on a lift . <EOS>.8

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Sentence generation by DCGAN

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