seq2seq-keras

seq2seq model implemented with keras, tested on Quora Question Pairs dataset.

Results

data	BLEU2	BLEU3	BLEU4
QQP	39.34	29.39	22.42

Data split

• train: 103264
• test: 3665

Some generated cases

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• source: what should i do to avoid sleeping in class ?
• reference: how do i not sleep in a boring class ?
• generated: how should i avoid sleeping during lectures ?

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• source: how can one root android devices ?
• reference: how do i root an android device ?
• generated: how do i root my android device ?

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• source: what the best way to learn microsoft office and its associated packages ?
• reference: what is the best way to learn microsoft office ?
• generated: how can i learn microsoft office ?

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Reference

玩转Keras之seq2seq自动生成标题 by 苏剑林