seq2seq model implemented with keras, tested on Quora Question Pairs dataset.
data | BLEU2 | BLEU3 | BLEU4 |
---|---|---|---|
QQP | 39.34 | 29.39 | 22.42 |
- train: 103264
- test: 3665
=========================================================
- 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 ?
=========================================================
=========================================================
- source: how can one root android devices ?
- reference: how do i root an android device ?
- generated: how do i root my android device ?
=========================================================
=========================================================
- 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 ?
=========================================================
玩转Keras之seq2seq自动生成标题 by 苏剑林