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I'm finding that training a 1-expert dMoE (brown) has worse training loss than an otherwise equivalent dense model (green). Is there some reason why this difference is expected or can I expect them to…
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The author of pointer-generator propose a method called coverage mechanism.
Coverage vector, which is the sum of attention distributions over all previous decoder timesteps, but the coverage vector …
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http://preview.d2l.ai.s3-website-us-west-2.amazonaws.com/d2l-en/master/chapter_recurrent-modern/seq2seq.html
http://preview.d2l.ai.s3-website-us-west-2.amazonaws.com/d2l-en/master/chapter_attention-m…
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**Github username:** --
**Twitter username:** --
**Submission hash (on-chain):** 0x20a685a40c7b6bb7df06e8a13b6b0401b5246c1f6208436368a9d954cb60d860
**Severity:** low
**Description:**
**Description**…
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def _build_decoder_cell(self, hparams, encoder_outputs, encoder_state,
source_sequence_length):
"""Build a RNN cell with attention mechanism that can be used by decoder."…
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## 🚀 Feature
[This paper in ICLR ](https://openreview.net/pdf?id=SJgxrLLKOE) describes a new attention mechanism for graph neural networks that builds off of the original multi-head attention for…
vymao updated
3 years ago
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Hi,
I'd like to know how did you visualize the 2D and 3D heatmaps in "Figure.8 Motion-word cross-attention visualization" in your paper.
The attention matrix in [CrossAttention module](https://githu…
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Dear professor Peng Qian,
Recently I have read the latest paper published by your team in IJCAI-21-《Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and…
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Opennmt-py has Copy Attention feature, which is very useful mechanism for many applications. Is there any plan to add this feature on Opennmt-tf?
The link of copy attention in opennmt-py, http://ope…
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Can you provide a mathematical formula for the feature calculation of the attention mechanism C?
Note that the mechanism C only has graphics
Thank you very much for your reply, thank you :)