由哈佛的NLP组撰写的The Annotated Transformer，用代码对应论文《Attention is all you need》的各个部分...
Dropout(p=dropout) def forward(self, query, key, value, mask=None): # 前向逻辑函数,它输入参数有四个,前三个就是注意力机制需要的Q,K,V,最后一个是注意力机制中可能需要的mask掩码张量,默认是None if mask is not None: # Same mask applied to all h heads. # 使用unsqueeze扩展维度,代表多头中...
In this case, there is not enough attention to focus on the boundaries, making it difficult for the above methods to detect these weak objects, and thus damaging the overall detection performance. To address the above issue, we introduce the attention mechanism to compute the spatial contextual ...
We follow40 to evaluate a paper’s importance by counting the number of citations it received within the first 10 years (c_10) after its publication, and (c_10) is used as the comparison metric. We report the Spearman’s rank correlation coefficient between the Attention Rank and the ...
Boosted by mobile communication technologies, Human Activity Recognition (HAR) based on smartphones has attracted more and more attentions of researchers. One of the main challenges is the classification time and accuracy in processing long-time dependen
If you use this software for research, please cite our paper as follows: @inproceedings{duan-zhao-2020-attention, title = "Attention Is All You Need for {C}hinese Word Segmentation", author = "Duan, Sufeng and Zhao, Hai", booktitle = "Proceedings of the 2020 Conference on Empirical Metho...
All that remains is tabular data (xgboost still champion here) before one can truly declare "Attention is all you need" In before Apple gets the authors to change the name. The official implementation has been releasedhere! Appreciation
Depression is overrated, and we all have to deal with it We are living better than ever, but we still complain The prison system doesn’t create better humans Being untidy doesn’t make you creative or special The world needs younger politicians, not 70-year-olds ...
Quick Access Recorders (QARs) provide an important data source for Flight Operation Quality Assurance (FOQA) and flight safety. It is generally characterized by large volume, high-dimensionality and high frequency, and these features result in extreme co
Inverse Protein Folding (IPF) is an important task of protein design, which aims to design sequences compatible with a given backbone structure. Despite the prosperous development of algorithms for this task, existing methods tend to rely on noisy predic