hierarchical-attention-networks

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I was wondering where in the code you are initializing the embeddings for the special tokens in the vocabulary (like unknown and padding words) - shouldn't these be set to...

Kreiswolke

sanyamg123

Hi ematvey, Thanks for sharing the code! I notice the attention weights for sentence & word are not mask according to their actual length, which means the model will "pay...

2g-XzenG

Attention layer output

5

The method [`task_specific_attention`](https://github.com/ematvey/deep-text-classifier/blob/master/model_components.py#L86) applies attention to the projected vectors instead of the hidden vectors (output from RNN cell). Has it been applied purposefully or has the information on attention according...

krayush07

Is the embedding initialized with a pre-trained one?

2

From the code it seems the embedding is not initialized with a pre-trained embedding (i.e. word2vec), although in the paper it says so. Am I right or I missed something?...

acadTags

Error While Running yelp_prepare.py

3

Hellow，While Running yelp_prepare.py, I got error log as follow. The code has been ran with Yelp dataset round10 and tensorflow 1.1.0 and Python 3.5.2 in Linux. 0it [00:00, ?it/s] Traceback...

wangtao1321

Bumps [tqdm](https://github.com/tqdm/tqdm) from 4.22.0 to 4.66.3. Release notes Sourced from tqdm's releases. tqdm v4.66.3 stable cli: eval safety (fixes CVE-2024-34062, GHSA-g7vv-2v7x-gj9p) tqdm v4.66.2 stable pandas: add DataFrame.progress_map (#1549) notebook: fix...

dependabot[bot]