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文章 2022-06-23 来自：开发者社区

论文赏析[NAACL19]无监督循环神经网络文法 (URNNG)（二）

Generative Model 上面的推理网络采样出了若干个句法树 z ，生成网络的目的就是计算它的联合概率。这个其实不难，在之前的RNNG论文笔记中，我已经大致讲过了，可以去复习一下：Recurrent Neural Network Grammarsgodweiyang.com这里稍稍做了一些改进。首先需要定义一个栈用来存放转移的历史状态，这里定义栈里放的元素为二元组，一个是stac...

文章 2022-06-23 来自：开发者社区

论文赏析[NAACL19]无监督循环神经网络文法 (URNNG)（一）

介绍这篇是新鲜出炉的NAACL19的关于无监督循环神经网络文法（URNNG）的论文，在语言模型和无监督成分句法分析上都取得了非常不错的结果，主要采用了变分推理和RNNG。本文公式量较大，因此我也推了好久，算法也挺多的，首先上一张我推导的公式笔记：我这篇博客就不按照论文的顺序来讲了，就按照我上面这张笔记讲一讲我的理解吧，很多细节可能会忽略，请参见原文吧。首先对于无监督成分句法分析，常规做法就是学习....

文章 2019-05-19 来自：开发者社区

无监督循环神经网络文法 (URNNG) | NAACL19

雷锋网 AI 科技评论按，本文作者[韦阳](https://www.zhihu.com/people/godweiyang/posts "韦阳")，本文首发于知乎专栏[自然语言处理与深度学习](https://zhuanlan.zhihu.com/godweiyang "自然语言处理与深度学习")，雷锋网 AI 科技评论获其授权转载。 **论文地址：**[Unsupervised Recurre....

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更新时间 2024-03-12 14:20:17

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