GitHub - zheng-yanan/collection-of-memory-attention-mechanisms: A collection of Tensorflow implementation for different types of attention mechanism in text-related tasks.

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A collection of Tensorflow implementation for different types of attention mechanism in text-related tasks.

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seq2seq_attention		seq2seq_attention
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README.md		README.md

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Attention Mechanism

[to be continued]
A collection of Tensorflow implementation for various attention mechanism. It includes:

Hierarchical Attention Networks for Document Classification, Zichao Yang et al.
Seq2Seq + Attention, including:
- Additive Attention/BahdanauAttention, Dzmitry Bahdanau et al.
- Multiplicative Attention/LuongAttention, Minh-Thang Luong et el.

Prerequisites

TensorFlow 1.4.0
Python 2.7
tqdm
Keras 2.2.4
numpy 1.16.3

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A collection of Tensorflow implementation for different types of attention mechanism in text-related tasks.

text-classification text-generation attention-mechanism

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