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- https://arxiv.org/abs/2105.11115
- 2021 ACL
自己注目型ネットワークは、NLPにおいて素晴らしい性能を発揮しているにもかかわらず、最近、階層構造を持つ形式言語の処理には限界があることが証明された。
例えば、𝖣𝗒𝖼𝗄k（k種類の括弧がよく入れ子になった言語）などである。
これは、形式言語では弱すぎるモデルでも、自然言語はうまく近似できること、…
e4exp updated
3 years ago
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* [ ] 1. [Hierarchical Pooling in Graph Neural Networks to Enhance Classification Performance in Large Datasets](https://www.mdpi.com/1424-8220/21/18/6070/htm)
* [ ] 2. [Hierarchical Graph Pooling wi…
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### Description
### Expected behavior with the suggested feature
- [ ] [ContraRec: "Sequential Recommendation with Multiple Contrast Signals" Wang et al., TOIS'2022.](https://github.com/TH…
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**researcher**
- [Rie Johnson](http://riejohnson.com/)
- [CONTEXT v4: Neural network code for text categorization in C++ on GPU](http://riejohnson.com/cnn_download.html)
**papers**
- Pang,…
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When I tried your implementation, I've got the following error.
(I use Tensorflow 0.12 version as backend).
Do you have any solution?
(tensorflow_0.12) C:\Users\admin\Google 드라이브\SRC_Code\Hier…
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When triying to summarize with a simple "hierarchical attention"* ...
```python
ai = cntk.ops.softmax(cntk.ops.times_transpose(us, ui)) # fails
```
will break CNTK:
```
[fonetic-rdl6:06646] Sig…
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The performance reported in the Readme has not been computed on the same dataset used in the original paper ([Hierarchical Attention Networks for Document Classification](https://www.cs.cmu.edu/~diyiy…
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Hi,
I'm trying to use this model in research. I want to get the content/meaning vector produced by the encoder which represents the sentence meaning during inference. However, I found it is hard to…
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Post your questions here about: “[Network Learning](https://docs.google.com/document/d/1hjXUvBRS779HDvbYXMKjyVbO3wVg6SaWNtxwof6s6LM/edit?usp=sharing)” & “Knowledge and Table Learning”, Thinking with D…
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Traceback (most recent call last):
File "textClassifierHATT.py", line 203, in
l_dense_sent = TimeDistributed(Dense(200,input_shape=(200,)))(l_lstm_sent)
File "/usr/local/lib/python2.7/dist…