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项目作者： theSage21

项目描述 ：
Fusion Net Implementation for SQUAD [DEPRECATED] https://arxiv.org/abs/1711.07341
高级语言： Python
项目地址: git://github.com/theSage21/FusionNet.git
创建时间： 2017-11-26T15:01:53Z
项目社区：https://github.com/theSage21/FusionNet
开源协议：
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Fusion Net

Implementation of FusionNet for SQuAD
There seems to be an implementation by the original authors of the paper at FusionNet-NLI. You might want to check that out

Todo

  • Basic Model
  • Top question word tuning
  • Dropout
    • Embedding dropout
    • LSTM dropouts
    • Attention dropouts
    • Linear transform dropouts
  • Masking
    • fusion masking
    • rnn masking
  • Loss as per paper
  • Disk caching
  • Optimizer
  • Data Preparation with Spacy
  • Tensorboard
  • Single model
  • Ensemble
  • Demo

Performance

Tag F1 EM

Notes

  • Dropout details are provided at openreview
  • Attention dimensions are confirmed to be 250 for all fusions