原文:[阅读笔记]Attention Is All You Need - Transformer结构

Transformer 本文介绍了Transformer结构, 是一种encoder decoder, 用来处理序列问题, 常用在NLP相关问题中. 与传统的专门处理序列问题的encoder decoder相比, 有以下的特点: 结构完全不依赖于CNN和RNN 完全依赖于self attention机制, 是一种堆叠的self attention 使用全连接层 逐点point wise计算的 整个 ...

2018-12-23 15:28 1 1236 推荐指数:

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详解Transformer (论文Attention Is All You Need

论文地址:https://arxiv.org/abs/1706.03762 正如论文的题目所说的,Transformer中抛弃了传统的CNN和RNN,整个网络结构完全是由Attention机制组成。更准确地讲,Transformer由且仅由self-Attenion和Feed Forward ...

Tue May 12 19:31:00 CST 2020 0 567
#论文阅读#attention is all you need

Vaswani A, Shazeer N, Parmar N, et al. Attention is all you need[C]//Advances in Neural Information Processing Systems. 2017: 5998-6008. ...

Tue Nov 06 20:23:00 CST 2018 0 850
【NLP-2017】解读Transformer--Attention is All You Need

目录 研究背景 论文思路 实现方式细节 实验结果 附件 专业术语列表 一、研究背景 1.1 涉及领域,前人工作等 本文主要处理语言模型任务,将Attention机制性能发挥出来,对比RNN,LSTM,GRU,Gated Recurrent Neural ...

Sun Jul 19 03:21:00 CST 2020 0 544
2. Attention Is All You NeedTransformer)算法原理解析

1. 语言模型 2. Attention Is All You NeedTransformer)算法原理解析 3. ELMo算法原理解析 4. OpenAI GPT算法原理解析 5. BERT算法原理解析 6. 从Encoder-Decoder(Seq2Seq)理解Attention ...

Fri Oct 19 07:28:00 CST 2018 5 40988
论文笔记Attention Is All You Need

Attention Is All You Need 2018-04-17 10:35:25 Paper:http://papers.nips.cc/paper/7181-attention-is-all-you-need.pdf Code(PyTorch Version ...

Tue Apr 17 18:46:00 CST 2018 0 1117
Attention Is All You Need

原文链接:https://zhuanlan.zhihu.com/p/353680367 此篇文章内容源自 Attention Is All You Need,若侵犯版权,请告知本人删帖。 原论文下载地址: https://papers.nips.cc/paper ...

Mon Aug 16 19:27:00 CST 2021 0 143
Attention is all you need

Attention is all you need 3 模型结构 大多数牛掰的序列传导模型都具有encoder-decoder结构. 此处的encoder模块将输入的符号序列\((x_1,x_2,...,x_n)\)映射为连续的表示序列\({\bf z} =(z_1,z_2 ...

Sun Aug 05 04:30:00 CST 2018 0 1398
 
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