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<!DOCTYPE HTML>
<html lang="default">
<head>
<!-- hexo-inject:begin --><!-- hexo-inject:end --><meta charset="UTF-8">
<title>CN Yah</title>
<meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=3, minimum-scale=1">
<meta name="author" content="Jingxi Liang">
<meta name="description" content="NLP, deep learning">
<link rel="icon" href="/img/favicon.ico">
<link rel="apple-touch-icon" href="/img/pacman.jpg">
<link rel="apple-touch-icon-precomposed" href="/img/pacman.jpg">
<link rel="stylesheet" href="/css/style.css"><!-- hexo-inject:begin --><!-- hexo-inject:end -->
</head>
<body>
<!-- hexo-inject:begin --><!-- hexo-inject:end --><header>
<div>
<div id="imglogo">
<a href="/"><img src="/img/logo.svg" alt="CN Yah" title="CN Yah"/></a>
</div>
<div id="textlogo">
<h1 class="site-name"><a href="/" title="CN Yah">CN Yah</a></h1>
<h2 class="blog-motto"></h2>
</div>
<div class="navbar"><a class="navbutton navmobile" href="#" title="Menu">
</a></div>
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<ul>
<li><a href="/">Home</a></li>
<li><a href="/about">About</a></li>
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<form class="search" action="//google.com/search" method="get" accept-charset="utf-8">
<label>Search</label>
<input type="text" id="search" name="q" autocomplete="off" maxlength="20" placeholder="Search" />
<input type="hidden" name="q" value="site:cnyah.com">
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</ul>
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<div id="container">
<div id="main">
<section class="post" itemscope itemprop="blogPost">
<a href="/2018/05/07/methods-to-calculate-sentence-smilarity/" title="Methods to Calculate Sentence Smilarity" itemprop="url">
<h1 itemprop="name">Methods to Calculate Sentence Smilarity</h1>
<p itemprop="description" >Calculating the similarity between sentences is not an easy task. To tackle this task, we first need to give each sentence a representation </p>
<time datetime="2018-05-07T00:06:04.000Z" itemprop="datePublished">2018-07-05</time>
</a>
</section>
<section class="post" itemscope itemprop="blogPost">
<a href="/2018/02/03/S-NET/" title="S-NET: Extract and Generate" itemprop="url">
<h1 itemprop="name">S-NET: Extract and Generate</h1>
<p itemprop="description" >The S-Net [1] based on the R-Net [2] tries to tackle the open-domain QA problem just like the Reading Wikipedia to Answer Open-Domain Questi</p>
<time datetime="2018-02-03T03:06:04.000Z" itemprop="datePublished">2018-03-02</time>
</a>
</section>
<section class="post" itemscope itemprop="blogPost">
<a href="/2018/01/29/dNDF/" title="Deep Neural Decision Forests" itemprop="url">
<h1 itemprop="name">Deep Neural Decision Forests</h1>
<p itemprop="description" >The Deep Neural Decision Forests(dNDF) attempts to combine the Neural Network and the Random Forests.</p>
<time datetime="2018-01-28T23:06:04.000Z" itemprop="datePublished">2018-29-01</time>
</a>
</section>
<section class="post" itemscope itemprop="blogPost">
<a href="/2018/01/11/decoding-with-dynamic-vocabularies/" title="Decoding with Dynamic Vocabularies" itemprop="url">
<h1 itemprop="name">Decoding with Dynamic Vocabularies</h1>
<p itemprop="description" >Using dynamic vocabularies rather than the whole vocabularies(the size can be up to 50k) significantly reduces the costs during decoding. Al</p>
<time datetime="2018-01-11T06:54:01.000Z" itemprop="datePublished">2018-11-01</time>
</a>
</section>
<section class="post" itemscope itemprop="blogPost">
<a href="/2018/01/03/computer-vision-project-summary/" title="Computer Vision Project Summary" itemprop="url">
<h1 itemprop="name">Computer Vision Project Summary</h1>
<p itemprop="description" >For almost the past two months I have been working on an object detection project. There is a lot to digest before I can really put my hand </p>
<time datetime="2018-01-03T02:36:04.000Z" itemprop="datePublished">2018-03-01</time>
</a>
</section>
<section class="post" itemscope itemprop="blogPost">
<a href="/2017/11/01/professor-forcing/" title="Teacher and Professor Forcing" itemprop="url">
<h1 itemprop="name">Teacher and Professor Forcing</h1>
<p itemprop="description" >The inconsistency between training phrase and predicting phrase in RNN is a long recognized problem. During training the strategy is teacher</p>
<time datetime="2017-11-01T06:54:01.000Z" itemprop="datePublished">2017-01-11</time>
</a>
</section>
<section class="post" itemscope itemprop="blogPost">
<a href="/2017/10/20/adversarial-neural-machine-translation/" title="Adversarial Neural Machine Translation" itemprop="url">
<h1 itemprop="name">Adversarial Neural Machine Translation</h1>
<p itemprop="description" >Wu et al.[1] managed to apply Generative Adversarial Networks(GAN) on NMT, despite the difficulty of progagating information from the discri</p>
<time datetime="2017-10-20T00:06:04.000Z" itemprop="datePublished">2017-20-10</time>
</a>
</section>
<section class="post" itemscope itemprop="blogPost">
<a href="/2017/10/13/dual-learning-NMT/" title="Dual Learning in NMT" itemprop="url">
<h1 itemprop="name">Dual Learning in NMT</h1>
<p itemprop="description" >Yingce Xia et al. explored a series of applications of Dual Learning [1,2,3] on various tasks namely</p>
<time datetime="2017-10-13T00:06:04.000Z" itemprop="datePublished">2017-13-10</time>
</a>
</section>
<section class="post" itemscope itemprop="blogPost">
<a href="/2017/09/20/an-empirical-comparison-between-SRU-and-LSTM/" title="An Empirical Comparison between SRU and LSTM" itemprop="url">
<h1 itemprop="name">An Empirical Comparison between SRU and LSTM</h1>
<p itemprop="description" >Interested in the work [1], I decided to conduct an empirical comparison between SRU and LSTM on the NMT task.</p>
<time datetime="2017-09-20T07:20:00.000Z" itemprop="datePublished">2017-20-09</time>
</a>
</section>
<section class="post" itemscope itemprop="blogPost">
<a href="/2017/09/18/tmux-vim-cheetsheet/" title="Tmux/Vim Cheetsheet" itemprop="url">
<h1 itemprop="name">Tmux/Vim Cheetsheet</h1>
<p itemprop="description" >I just had enough of creating numerous ssh connections to manipulate on a server. After searching on Internet,</p>
<time datetime="2017-09-18T07:20:00.000Z" itemprop="datePublished">2017-18-09</time>
</a>
</section>
<nav id="page-nav" class="clearfix">
<span class="page-number current">1</span><a class="page-number" href="/page/2/">2</a><a class="page-number" href="/page/3/">3</a><a class="extend next" rel="next" href="/page/2/">Next »</a>
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<div class="tagslist">
<p class="asidetitle">Tags</p>
<ul class="clearfix">
<li><a href="/tags/CV/" title="CV">CV<sup>1</sup></a></li>
<li><a href="/tags/GAN/" title="GAN">GAN<sup>1</sup></a></li>
<li><a href="/tags/NLI/" title="NLI">NLI<sup>1</sup></a></li>
<li><a href="/tags/NN/" title="NN">NN<sup>1</sup></a></li>
<li><a href="/tags/POS-tagging/" title="POS tagging">POS tagging<sup>1</sup></a></li>
<li><a href="/tags/RL/" title="RL">RL<sup>1</sup></a></li>
<li><a href="/tags/RNN/" title="RNN">RNN<sup>4</sup></a></li>
<li><a href="/tags/chatbot/" title="chatbot">chatbot<sup>1</sup></a></li>
<li><a href="/tags/collections/" title="collections">collections<sup>3</sup></a></li>
<li><a href="/tags/machine-comprehension/" title="machine comprehension">machine comprehension<sup>4</sup></a></li>
<li><a href="/tags/notes/" title="notes">notes<sup>1</sup></a></li>
<li><a href="/tags/others/" title="others">others<sup>2</sup></a></li>
<li><a href="/tags/project/" title="project">project<sup>1</sup></a></li>
<li><a href="/tags/seq2seq/" title="seq2seq">seq2seq<sup>9</sup></a></li>
<li><a href="/tags/summary/" title="summary">summary<sup>21</sup></a></li>
<li><a href="/tags/word-embeddings/" title="word embeddings">word embeddings<sup>2</sup></a></li>
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<p class="asidetitle"><a href="/archives">Archives</a></p>
<ul class="archive-list"><li class="archive-list-item"><a class="archive-list-link" href="/archives/2018/05/">May 2018</a><span class="archive-list-count">1</span></li><li class="archive-list-item"><a class="archive-list-link" href="/archives/2018/02/">February 2018</a><span class="archive-list-count">1</span></li><li class="archive-list-item"><a class="archive-list-link" href="/archives/2018/01/">January 2018</a><span class="archive-list-count">3</span></li><li class="archive-list-item"><a class="archive-list-link" href="/archives/2017/11/">November 2017</a><span class="archive-list-count">1</span></li><li class="archive-list-item"><a class="archive-list-link" href="/archives/2017/10/">October 2017</a><span class="archive-list-count">2</span></li><li class="archive-list-item"><a class="archive-list-link" href="/archives/2017/09/">September 2017</a><span class="archive-list-count">4</span></li><li class="archive-list-item"><a class="archive-list-link" href="/archives/2017/08/">August 2017</a><span class="archive-list-count">4</span></li><li class="archive-list-item"><a class="archive-list-link" href="/archives/2017/07/">July 2017</a><span class="archive-list-count">12</span></li><li class="archive-list-item"><a class="archive-list-link" href="/archives/2017/06/">June 2017</a><span class="archive-list-count">2</span></li></ul>
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