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<!DOCTYPE html>
<html style="font-size: 16px;">
<head>
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta charset="utf-8">
<meta name="keywords" content="01, 02, 03, 04">
<meta name="description" content="">
<meta name="page_type" content="np-template-header-footer-from-plugin">
<title>Page 3</title>
<link rel="stylesheet" href="nicepage.css" media="screen">
<link rel="stylesheet" href="Page-3.css" media="screen">
<script class="u-script" type="text/javascript" src="jquery-1.9.1.min.js" defer=""></script>
<script class="u-script" type="text/javascript" src="nicepage.js" defer=""></script>
<meta name="generator" content="Nicepage 3.12.5, nicepage.com">
<link id="u-theme-google-font" rel="stylesheet" href="https://fonts.googleapis.com/css?family=Roboto:100,100i,300,300i,400,400i,500,500i,700,700i,900,900i|Open+Sans:300,300i,400,400i,600,600i,700,700i,800,800i">
<link id="u-page-google-font" rel="stylesheet" href="https://fonts.googleapis.com/css?family=Oswald:200,300,400,500,600,700|Archivo+Black:400">
<script type="application/ld+json">{
"@context": "http://schema.org",
"@type": "Organization",
"name": "",
"url": "index.html"
}</script>
<meta property="og:title" content="Page 3">
<meta property="og:type" content="website">
<meta name="theme-color" content="#05b1c7">
<link rel="canonical" href="index.html">
<meta property="og:url" content="index.html">
</head>
<body data-home-page="https://website353076.nicepage.io/Page-3.html?version=02479a11-c579-48d7-ae42-7066930a049f" data-home-page-title="Page 3" class="u-body">
<section class="u-align-center u-clearfix u-section-1" id="sec-e3aa">
<div class="u-clearfix u-sheet u-sheet-1">
<div class="u-shape u-shape-svg u-text-palette-4-base u-shape-1">
<svg class="u-svg-link" preserveAspectRatio="none" viewBox="0 0 160 80" style=""><use xlink:href="#svg-0b7f"></use></svg>
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" xml:space="preserve" class="u-svg-content" viewBox="0 0 160 80" x="0px" y="0px" id="svg-0b7f" style="enable-background:new 0 0 160 80;"><path d="M160,0H0c0,44.2,35.8,80,80,80S160,44.2,160,0z"></path></svg>
</div>
<h1 class="u-custom-font u-text u-text-body-alt-color u-text-1">Unsupervised relation extraction using sentence encoding</h1>
<div class="u-expanded-width-md u-expanded-width-sm u-expanded-width-xs u-list u-list-1">
<div class="u-repeater u-repeater-1">
<div class="u-align-left u-container-style u-gradient u-list-item u-repeater-item u-list-item-1">
<div class="u-container-layout u-similar-container u-valign-top u-container-layout-1">
<div class="u-align-center u-container-style u-gradient u-group u-palette-1-base u-radius-50 u-shape-round u-group-1">
<div class="u-container-layout u-valign-middle u-container-layout-2">
<h2 class="u-custom-font u-font-oswald u-text u-text-body-alt-color u-text-2">01</h2>
</div>
</div>
<lt-highlighter style="display: none; z-index: 1 !important;">
<lt-div spellcheck="false" class="lt-highlighter__wrapper" style="width: 202px; height: 24px; transform: none !important; transform-origin: 101px 12px !important; zoom: 1 !important; margin-top: 20px;">
<lt-div class="lt-highlighter__scrollElement" style="top: 0px; left: 0px; width: 202px; height: 24px;"></lt-div>
</lt-div>
</lt-highlighter>
<h5 class="u-text u-text-3">Idea</h5>
<lt-highlighter style="display: none; z-index: 1 !important;">
<lt-div spellcheck="false" class="lt-highlighter__wrapper" style="width: 202px; height: 66px; transform: none !important; transform-origin: 101px 33px !important; zoom: 1 !important; margin-top: 20px;">
<lt-div class="lt-highlighter__scrollElement" style="top: 0px; left: 0px; width: 202px; height: 66px;"></lt-div>
</lt-div>
</lt-highlighter>
<p class="u-text u-text-4">Identify candidate sentences for a particular relationship using Named entity types ...</p>
<a href="/Page-3.html#sec-ff9e" data-page-id="353077" class="u-active-none u-border-2 u-border-palette-1-base u-btn u-btn-rectangle u-button-style u-hover-none u-none u-text-body-color u-btn-1">learn more</a>
</div>
</div>
<div class="u-align-left u-container-style u-gradient u-list-item u-repeater-item u-list-item-2">
<div class="u-container-layout u-similar-container u-valign-top u-container-layout-3">
<div class="u-align-center u-container-style u-gradient u-group u-palette-1-base u-radius-50 u-shape-round u-group-2">
<div class="u-container-layout u-valign-middle u-container-layout-4">
<h2 class="u-custom-font u-font-oswald u-text u-text-body-alt-color u-text-5">02</h2>
</div>
</div>
<lt-highlighter style="display: none; z-index: 1 !important;">
<lt-div spellcheck="false" class="lt-highlighter__wrapper" style="width: 202px; height: 24px; transform: none !important; transform-origin: 101px 12px !important; zoom: 1 !important; margin-top: 20px;">
<lt-div class="lt-highlighter__scrollElement" style="top: 0px; left: 0px; width: 202px; height: 24px;"></lt-div>
</lt-div>
</lt-highlighter>
<h5 class="u-text u-text-6">Procedure</h5>
<lt-highlighter style="display: none; z-index: 1 !important;">
<lt-div spellcheck="false" class="lt-highlighter__wrapper" style="width: 202px; height: 66px; transform: none !important; transform-origin: 101px 33px !important; zoom: 1 !important; margin-top: 20px;">
<lt-div class="lt-highlighter__scrollElement" style="top: 0px; left: 0px; width: 202px; height: 66px;"></lt-div>
</lt-div>
</lt-highlighter>
<p class="u-text u-text-7">Create clusters of similar sentences using clustering algorithm...</p>
<a href="/Page-3.html#sec-c7e6" data-page-id="353077" class="u-active-none u-border-2 u-border-palette-1-base u-btn u-btn-rectangle u-button-style u-hover-none u-none u-text-body-color u-btn-2">learn more</a>
</div>
</div>
<div class="u-align-left u-container-style u-gradient u-list-item u-repeater-item u-list-item-3">
<div class="u-container-layout u-similar-container u-valign-top u-container-layout-5">
<div class="u-align-center u-container-style u-gradient u-group u-palette-1-base u-radius-50 u-shape-round u-group-3">
<div class="u-container-layout u-valign-middle u-container-layout-6">
<h2 class="u-custom-font u-font-oswald u-text u-text-body-alt-color u-text-8">03</h2>
</div>
</div>
<lt-highlighter style="display: none; z-index: 1 !important;">
<lt-div spellcheck="false" class="lt-highlighter__wrapper" style="width: 202px; height: 24px; transform: none !important; transform-origin: 101px 12px !important; zoom: 1 !important; margin-top: 20px;">
<lt-div class="lt-highlighter__scrollElement" style="top: 0px; left: 0px; width: 202px; height: 24px;"></lt-div>
</lt-div>
</lt-highlighter>
<h5 class="u-text u-text-9">Results</h5>
<lt-highlighter style="display: none; z-index: 1 !important;">
<lt-div spellcheck="false" class="lt-highlighter__wrapper" style="width: 202px; height: 66px; transform: none !important; transform-origin: 101px 33px !important; zoom: 1 !important; margin-top: 20px;">
<lt-div class="lt-highlighter__scrollElement" style="top: 0px; left: 0px; width: 202px; height: 66px;"></lt-div>
</lt-div>
</lt-highlighter>
<p class="u-text u-text-10">Outperform the existing unsupervised approaches in F-score...</p>
<a href="https://nicepage.com" class="u-active-none u-border-2 u-border-palette-1-base u-btn u-btn-rectangle u-button-style u-hover-none u-none u-text-body-color u-btn-3">learn more</a>
</div>
</div>
<div class="u-align-left u-container-style u-gradient u-list-item u-repeater-item u-list-item-4">
<div class="u-container-layout u-similar-container u-valign-top u-container-layout-7">
<div class="u-align-center u-container-style u-gradient u-group u-palette-1-base u-radius-50 u-shape-round u-group-4">
<div class="u-container-layout u-valign-middle u-container-layout-8">
<h2 class="u-custom-font u-font-oswald u-text u-text-body-alt-color u-text-11">04</h2>
</div>
</div>
<lt-highlighter style="display: none; z-index: 1 !important;">
<lt-div spellcheck="false" class="lt-highlighter__wrapper" style="width: 202px; height: 24px; transform: none !important; transform-origin: 101px 12px !important; zoom: 1 !important; margin-top: 20px;">
<lt-div class="lt-highlighter__scrollElement" style="top: 0px; left: 0px; width: 202px; height: 24px;"></lt-div>
</lt-div>
</lt-highlighter>
<h5 class="u-text u-text-12">Future Work</h5>
<lt-highlighter style="display: none; z-index: 1 !important;">
<lt-div spellcheck="false" class="lt-highlighter__wrapper" style="width: 202px; height: 44px; transform: none !important; transform-origin: 101px 22px !important; zoom: 1 !important; margin-top: 20px;">
<lt-div class="lt-highlighter__scrollElement" style="top: 0px; left: 0px; width: 202px; height: 44px;"></lt-div>
</lt-div>
</lt-highlighter>
<p class="u-text u-text-13">Add hand-crafted features to improve the overall accuracy…</p>
<a href="https://nicepage.com" class="u-active-none u-border-2 u-border-palette-1-base u-btn u-btn-rectangle u-button-style u-hover-none u-none u-text-body-color u-btn-4">learn more</a>
</div>
</div>
</div>
</div>
<img src="images/ggg.png" alt="" class="u-image u-image-default u-preserve-proportions u-image-1" data-image-width="151" data-image-height="165">
<img src="images/logo.png" alt="" class="u-image u-image-default u-image-2" data-image-width="800" data-image-height="388">
<div class="u-grey-25 u-radius-10 u-shape u-shape-round u-shape-2"></div>
<p class="u-text u-text-14">DICE, Paderborn University | AKSW, University of Leipzig</p>
<p class="u-text u-text-body-alt-color u-text-15">Manzoor Ali, Muhammad Saleem, and Axel-Cyrille Ngonga Ngomo</p>
</div>
</section>
<section class="u-clearfix u-section-2" id="sec-ff9e">
<div class="u-clearfix u-sheet u-sheet-1">
<h2 class="u-align-center u-text u-text-1">What We Want</h2>
<div class="u-clearfix u-expanded-width u-layout-wrap u-layout-wrap-1">
<div class="u-layout">
<div class="u-layout-row">
<div class="u-size-26">
<div class="u-layout-col">
<div class="u-container-style u-layout-cell u-size-60 u-layout-cell-1">
<div class="u-container-layout u-container-layout-1">
<ul class="u-text u-text-2">
<li>Extract relations by adopting unsupervised apporach</li>
<li>Use sentence encoding instead of word embeddings to find semantically similar sentences</li>
<li>A feature-less approach that requires no explicit features slection. </li>
</ul>
</div>
</div>
</div>
</div>
<div class="u-size-34">
<div class="u-layout-col">
<div class="u-container-style u-layout-cell u-size-60 u-layout-cell-2">
<div class="u-container-layout u-container-layout-2">
<img src="/images/finalSystemDiagram.png" alt="" class="u-image u-image-default u-image-1" data-image-width="543" data-image-height="428">
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section class="u-align-center u-clearfix u-white u-section-3" id="carousel_e315">
<div class="u-clearfix u-sheet u-sheet-1">
<lt-highlighter style="display: none; z-index: 1 !important;">
<lt-div spellcheck="false" class="lt-highlighter__wrapper" style="width: 371px; height: 39px; transform: none !important; transform-origin: 185.5px 19.5px !important; zoom: 1 !important; margin-top: 60px; margin-left: 385px;">
<lt-div class="lt-highlighter__scrollElement" style="top: 0px; left: 0px; width: 371px; height: 40px;"></lt-div>
</lt-div>
</lt-highlighter>
<h2 class="u-align-center u-text u-text-1">How We are doing</h2>
<p class="u-text u-text-2">Sample text. Click to select the text box. Click again or double click to start editing the text.</p>
<div class="u-expanded-width u-list u-list-1">
<div class="u-repeater u-repeater-1">
<div class="u-container-style u-grey-10 u-list-item u-repeater-item u-list-item-1">
<div class="u-container-layout u-similar-container u-container-layout-1"><span class="u-icon u-icon-circle u-palette-2-base u-spacing-12 u-icon-1">
<svg class="u-svg-link" preserveAspectRatio="xMidYMin slice" viewBox="0 0 54 54" style=""><use xlink:href="#svg-55bd"></use></svg>
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</span>
<div class="u-container-style u-group u-group-1">
<div class="u-container-layout u-valign-top u-container-layout-2">
<lt-highlighter style="display: none; z-index: 1 !important;">
<lt-div spellcheck="false" class="lt-highlighter__wrapper" style="width: 250px; height: 21px; transform: none !important; transform-origin: 125px 10.5px !important; zoom: 1 !important;">
<lt-div class="lt-highlighter__scrollElement" style="top: 0px; left: 0px; width: 250px; height: 21px;"></lt-div>
</lt-div>
</lt-highlighter>
<h5 class="u-text u-text-3">1.Candidate Selection</h5>
<p class="u-text u-text-4">Sample text. Click to select the text box. Click again or double click to start editing the text.</p>
<a href="https://nicepage.com/c/real-estate-html-templates" class="u-active-none u-border-1 u-border-active-palette-2-base u-border-black u-border-hover-palette-2-base u-btn u-button-style u-hover-none u-none u-text-body-color u-btn-1">more</a>
</div>
</div>
</div>
</div>
<div class="u-container-style u-grey-10 u-list-item u-repeater-item u-list-item-2">
<div class="u-container-layout u-similar-container u-container-layout-3"><span class="u-icon u-icon-circle u-palette-2-base u-spacing-12 u-icon-2">
<svg class="u-svg-link" preserveAspectRatio="xMidYMin slice" viewBox="0 0 60 60" style=""><use xlink:href="#svg-f28e"></use></svg>
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</span>
<div class="u-container-style u-group u-video-cover u-group-2">
<div class="u-container-layout u-valign-top u-container-layout-4">
<lt-highlighter style="display: none; z-index: 1 !important;">
<lt-div spellcheck="false" class="lt-highlighter__wrapper" style="width: 271px; height: 19px; transform: none !important; transform-origin: 135.656px 9.5px !important; zoom: 1 !important;">
<lt-div class="lt-highlighter__scrollElement" style="top: 0px; left: 0px; width: 271px; height: 19px;"></lt-div>
</lt-div>
</lt-highlighter>
<h5 class="u-text u-text-5">2. Sentence Encoding</h5>
<p class="u-text u-text-6">Sample text. Click to select the text box. Click again or double click to start editing the text.</p>
<a href="https://nicepage.com/c/tiles-html-templates" class="u-active-none u-border-1 u-border-active-palette-2-base u-border-black u-border-hover-palette-2-base u-btn u-button-style u-hover-none u-none u-text-body-color u-btn-2">more</a>
</div>
</div>
</div>
</div>
<div class="u-container-style u-grey-10 u-list-item u-repeater-item u-list-item-3">
<div class="u-container-layout u-similar-container u-container-layout-5"><span class="u-icon u-icon-circle u-palette-2-base u-spacing-12 u-icon-3">
<svg class="u-svg-link" preserveAspectRatio="xMidYMin slice" viewBox="0 0 60.062 60.062" style=""><use xlink:href="#svg-9b5e"></use></svg>
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" xml:space="preserve" class="u-svg-content" viewBox="0 0 60.062 60.062" x="0px" y="0px" id="svg-9b5e" style="enable-background:new 0 0 60.062 60.062;"><path d="M60.046,11.196c0.004-0.024,0.011-0.048,0.013-0.072c0.007-0.074-0.001-0.149-0.01-0.224 c-0.002-0.019,0.001-0.037-0.002-0.056c-0.018-0.099-0.051-0.196-0.1-0.289c-0.008-0.016-0.019-0.031-0.028-0.047 c-0.002-0.002-0.002-0.005-0.003-0.008c-0.001-0.002-0.004-0.003-0.005-0.006c-0.007-0.011-0.013-0.023-0.02-0.033 c-0.062-0.091-0.137-0.166-0.221-0.23c-0.019-0.014-0.041-0.022-0.061-0.035c-0.074-0.049-0.152-0.089-0.236-0.116 c-0.037-0.012-0.074-0.018-0.112-0.025c-0.073-0.015-0.146-0.022-0.222-0.02c-0.04,0.001-0.078,0.003-0.118,0.009 c-0.026,0.004-0.051,0-0.077,0.006L0.798,22.046c-0.413,0.086-0.729,0.421-0.788,0.839s0.15,0.828,0.523,1.025l16.632,8.773 l2.917,16.187c-0.002,0.012,0.001,0.025,0,0.037c-0.01,0.08-0.011,0.158-0.001,0.237c0.005,0.04,0.01,0.078,0.02,0.117 c0.023,0.095,0.06,0.184,0.11,0.268c0.01,0.016,0.01,0.035,0.021,0.051c0.003,0.005,0.008,0.009,0.012,0.013 c0.013,0.019,0.031,0.034,0.046,0.053c0.047,0.058,0.096,0.111,0.152,0.156c0.009,0.007,0.015,0.018,0.025,0.025 c0.015,0.011,0.032,0.014,0.047,0.024c0.061,0.04,0.124,0.073,0.191,0.099c0.027,0.01,0.052,0.022,0.08,0.03 c0.09,0.026,0.183,0.044,0.277,0.044c0.001,0,0.002,0,0.003,0h0c0,0,0,0,0,0c0.004,0,0.008-0.002,0.012-0.002 c0.017,0.001,0.034,0.002,0.051,0.002c0.277,0,0.527-0.124,0.712-0.315l11.079-7.386l11.6,7.54c0.164,0.106,0.354,0.161,0.545,0.161 c0.105,0,0.212-0.017,0.315-0.051c0.288-0.096,0.518-0.318,0.623-0.604l13.996-37.989c0.013-0.034,0.024-0.069,0.033-0.105 c0.004-0.015,0.005-0.03,0.008-0.044C60.042,11.22,60.044,11.208,60.046,11.196z M48.464,17.579L24.471,35.22 c-0.039,0.029-0.07,0.065-0.104,0.099c-0.013,0.012-0.026,0.022-0.037,0.035c-0.021,0.023-0.04,0.046-0.059,0.071 c-0.018,0.024-0.032,0.049-0.048,0.074c-0.037,0.06-0.068,0.122-0.092,0.188c-0.005,0.013-0.013,0.023-0.017,0.036 c-0.001,0.004-0.005,0.006-0.006,0.01l-2.75,8.937l-2.179-12.091L48.464,17.579z M22.908,46.594l2.726-9.004l4.244,2.759 l1.214,0.789l-4.124,2.749L22.908,46.594z M52.044,13.498L18.071,30.899l-14.14-7.458L52.044,13.498z M44.559,47.504L29.154,37.492 l-2.333-1.517l30.154-22.172L44.559,47.504z"></path></svg>
</span>
<div class="u-container-style u-group u-video-cover u-group-3">
<div class="u-container-layout u-valign-top u-container-layout-6">
<lt-highlighter style="display: none; z-index: 1 !important;">
<lt-div spellcheck="false" class="lt-highlighter__wrapper" style="width: 271px; height: 21px; transform: none !important; transform-origin: 135.656px 10.5px !important; zoom: 1 !important;">
<lt-div class="lt-highlighter__scrollElement" style="top: 0px; left: 0px; width: 271px; height: 21px;"></lt-div>
</lt-div>
</lt-highlighter>
<h5 class="u-text u-text-7">3. Clustering</h5>
<p class="u-text u-text-8">Sample text. Click to select the text box. Click again or double click to start editing the text.</p>
<a href="https://nicepage.com/ru/c/galereya-html-shablony" class="u-active-none u-border-1 u-border-active-palette-2-base u-border-black u-border-hover-palette-2-base u-btn u-button-style u-hover-none u-none u-text-body-color u-btn-3">more</a>
</div>
</div>
</div>
</div>
<div class="u-container-style u-grey-10 u-list-item u-repeater-item u-list-item-4">
<div class="u-container-layout u-similar-container u-container-layout-7"><span class="u-icon u-icon-circle u-palette-2-base u-spacing-12 u-icon-4"><svg class="u-svg-link" preserveAspectRatio="xMidYMin slice" viewBox="0 0 55 55" style=""><use xlink:href="#svg-96ca"></use></svg><svg class="u-svg-content" viewBox="0 0 55 55" x="0px" y="0px" id="svg-96ca" style="enable-background:new 0 0 55 55;"><path d="M49,0c-3.309,0-6,2.691-6,6c0,1.035,0.263,2.009,0.726,2.86l-9.829,9.829C32.542,17.634,30.846,17,29,17
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c1.106,0.86,2.44,1.436,3.898,1.619v10.16c-2.833,0.478-5,2.942-5,5.91c0,3.309,2.691,6,6,6s6-2.691,6-6c0-2.967-2.167-5.431-5-5.91
v-10.16c1.458-0.183,2.792-0.759,3.898-1.619l7.669,7.669C41.215,39.576,41,40.26,41,41c0,2.206,1.794,4,4,4s4-1.794,4-4
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s-2-0.897-2-2s0.897-2,2-2S47,39.897,47,41z M49,10c-2.206,0-4-1.794-4-4s1.794-4,4-4s4,1.794,4,4S51.206,10,49,10z"></path></svg>
</span>
<div class="u-container-style u-group u-video-cover u-group-4">
<div class="u-container-layout u-valign-top u-container-layout-8">
<lt-highlighter style="display: none; z-index: 1 !important;">
<lt-div spellcheck="false" class="lt-highlighter__wrapper" style="width: 271px; height: 21px; transform: none !important; transform-origin: 135.656px 10.5px !important; zoom: 1 !important;">
<lt-div class="lt-highlighter__scrollElement" style="top: 0px; left: 0px; width: 271px; height: 21px;"></lt-div>
</lt-div>
</lt-highlighter>
<h5 class="u-text u-text-9">4<span style="font-size: 0.875rem;">. Query Term Selection</span>
</h5>
<p class="u-text u-text-10">Sample text. Click to select the text box. Click again or double click to start editing the text.</p>
<a href="https://nicepage.com/c/pricing-website-templates" class="u-active-none u-border-1 u-border-active-palette-2-base u-border-black u-border-hover-palette-2-base u-btn u-button-style u-hover-none u-none u-text-body-color u-btn-4">More</a>
</div>
</div>
</div>
</div>
<div class="u-container-style u-grey-10 u-list-item u-repeater-item u-list-item-5">
<div class="u-container-layout u-similar-container u-container-layout-9"><span class="u-icon u-icon-circle u-palette-2-base u-spacing-12 u-icon-5">
<svg class="u-svg-link" preserveAspectRatio="xMidYMin slice" viewBox="0 0 59.986 59.986" style=""><use xlink:href="#svg-0575"></use></svg>
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" xml:space="preserve" class="u-svg-content" viewBox="0 0 59.986 59.986" x="0px" y="0px" id="svg-0575" style="enable-background:new 0 0 59.986 59.986;"><path d="M59.972,20.164c0.007-0.041,0.011-0.081,0.013-0.123c0.002-0.049,0.001-0.096-0.003-0.145 c-0.004-0.042-0.01-0.082-0.02-0.123c-0.011-0.048-0.026-0.094-0.044-0.14c-0.009-0.024-0.011-0.049-0.022-0.072 c-0.008-0.017-0.022-0.03-0.031-0.047c-0.009-0.017-0.013-0.035-0.023-0.052l-10-16c-0.046-0.073-0.1-0.139-0.161-0.197 c-0.001-0.001-0.002-0.001-0.003-0.002c-0.086-0.081-0.188-0.139-0.297-0.185c-0.014-0.006-0.023-0.018-0.038-0.024 c-0.011-0.004-0.023-0.002-0.034-0.005c-0.101-0.034-0.205-0.057-0.314-0.057h-38c-0.108,0-0.211,0.023-0.31,0.056 c-0.011,0.003-0.022,0.001-0.032,0.005c-0.015,0.005-0.024,0.017-0.038,0.023c-0.104,0.043-0.202,0.099-0.287,0.175 c-0.005,0.005-0.012,0.008-0.017,0.012c-0.062,0.058-0.117,0.125-0.163,0.198l-10,16c-0.01,0.016-0.014,0.035-0.023,0.052 c-0.009,0.017-0.023,0.03-0.031,0.047c-0.011,0.023-0.013,0.048-0.023,0.072c-0.018,0.046-0.033,0.092-0.044,0.14 c-0.009,0.041-0.016,0.082-0.02,0.124C0,19.945-0.001,19.993,0.001,20.041c0.002,0.042,0.006,0.082,0.013,0.123 c0.008,0.048,0.021,0.095,0.037,0.142c0.013,0.039,0.027,0.077,0.045,0.115c0.009,0.018,0.012,0.038,0.022,0.056 c0.016,0.029,0.04,0.051,0.058,0.078c0.014,0.021,0.022,0.044,0.039,0.064l28.989,35.986c0.002,0.003,0.004,0.005,0.006,0.007 l0.005,0.007c0.003,0.004,0.008,0.005,0.011,0.009c0.082,0.099,0.184,0.174,0.295,0.234c0.03,0.016,0.058,0.03,0.089,0.043 c0.121,0.051,0.249,0.087,0.383,0.087c0.114,0,0.229-0.02,0.343-0.061c0.017-0.006,0.028-0.02,0.045-0.027 c0.051-0.021,0.091-0.055,0.137-0.084c0.076-0.048,0.147-0.098,0.206-0.163c0.014-0.015,0.035-0.022,0.048-0.038l29-36 c0.016-0.02,0.024-0.044,0.039-0.064c0.019-0.027,0.042-0.049,0.058-0.078c0.01-0.018,0.013-0.038,0.022-0.056 c0.018-0.038,0.032-0.075,0.045-0.115C59.95,20.259,59.964,20.213,59.972,20.164z M32.095,4.993h15.459l-4.86,13.045L32.095,4.993z M40.892,18.993H19.095L29.993,5.58L40.892,18.993z M17.222,18.125L12.423,4.993h15.469L17.222,18.125z M41.593,20.993 L29.818,52.599L18.269,20.993H41.593z M49.221,6.246l7.967,12.748H44.472L49.221,6.246z M10.756,6.259l4.653,12.734H2.798 L10.756,6.259z M16.14,20.993l10.839,29.664L3.083,20.993H16.14z M32.39,51.423l11.337-30.43h13.176L32.39,51.423z"></path></svg>
</span>
<div class="u-container-style u-group u-video-cover u-group-5">
<div class="u-container-layout u-valign-top u-container-layout-10">
<h5 class="u-text u-text-11">5. development</h5>
<p class="u-text u-text-12">Sample text. Click to select the text box. Click again or double click to start editing the text.</p>
<a href="https://nicepage.com/c/text-website-templates" class="u-active-none u-border-1 u-border-active-palette-2-base u-border-black u-border-hover-palette-2-base u-btn u-button-style u-hover-none u-none u-text-body-color u-btn-5">More</a>
</div>
</div>
</div>
</div>
<div class="u-container-style u-grey-10 u-list-item u-repeater-item u-list-item-6">
<div class="u-container-layout u-similar-container u-container-layout-11"><span class="u-icon u-icon-circle u-palette-2-base u-spacing-12 u-icon-6"><svg class="u-svg-link" preserveAspectRatio="xMidYMin slice" viewBox="0 0 490 490" style=""><use xlink:href="#svg-26f8"></use></svg><svg class="u-svg-content" viewBox="0 0 490 490" x="0px" y="0px" id="svg-26f8" style="enable-background:new 0 0 490 490;"><g><g><path d="M393.872,454.517c-2.304,0-4.583-0.804-6.412-2.354l-99.315-84.194H68.115C30.556,367.968,0,337.242,0,299.474V103.977 c0-37.768,30.556-68.494,68.115-68.494h353.77c37.559,0,68.115,30.727,68.115,68.494v195.497 c0,37.768-30.556,68.494-68.115,68.494h-18.071v76.549c0,3.891-2.243,7.428-5.752,9.067 C396.723,454.21,395.293,454.517,393.872,454.517z M68.115,55.483c-26.592,0-48.226,21.754-48.226,48.494v195.497 c0,26.739,21.634,48.494,48.226,48.494h223.662c2.346,0,4.616,0.834,6.411,2.354l85.737,72.685v-65.039c0-5.523,4.453-10,9.945-10 h28.015c26.592,0,48.226-21.755,48.226-48.494V103.977c0-26.74-21.634-48.494-48.226-48.494H68.115z"></path>
</g><g><g><path d="M405.168,147.469H84.832c-5.492,0-9.944-4.478-9.944-10c0-5.523,4.452-10,9.944-10h320.335c5.492,0,9.944,4.477,9.944,10 C415.111,142.991,410.66,147.469,405.168,147.469z"></path>
</g><g><path d="M405.168,211.503H84.832c-5.492,0-9.944-4.478-9.944-10c0-5.523,4.452-10,9.944-10h320.335c5.492,0,9.944,4.477,9.944,10 C415.111,207.025,410.66,211.503,405.168,211.503z"></path>
</g><g><path d="M405.168,275.538H84.832c-5.492,0-9.944-4.478-9.944-10c0-5.523,4.452-10,9.944-10h320.335c5.492,0,9.944,4.476,9.944,10 C415.111,271.06,410.66,275.538,405.168,275.538z"></path>
</g>
</g>
</g></svg>
</span>
<div class="u-container-style u-group u-video-cover u-group-6">
<div class="u-container-layout u-valign-top u-container-layout-12">
<h5 class="u-text u-text-13">6. consulting</h5>
<p class="u-text u-text-14">Sample text. Click to select the text box. Click again or double click to start editing the text.</p>
<a href="https://nicepage.com/html-templates" class="u-active-none u-border-1 u-border-active-palette-2-base u-border-black u-border-hover-palette-2-base u-btn u-button-style u-hover-none u-none u-text-body-color u-btn-6">more</a>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section class="u-clearfix u-section-4" id="sec-c7e6">
<div class="u-clearfix u-sheet u-sheet-1">
<div class="u-clearfix u-expanded-width u-layout-wrap u-layout-wrap-1">
<div class="u-layout">
<div class="u-layout-col">
<div class="u-size-30">
<div class="u-layout-row">
<div class="u-container-style u-layout-cell u-size-30 u-layout-cell-1">
<div class="u-container-layout u-container-layout-1">
<ul class="u-text u-text-1">
<li>Identify candidate sentences from a corpus using Named entity types.</li>
<li>Use sentence encoding to generate vectors</li>
<li>Use clustering algorithm to generates clusters</li>
<li>Apply query term to find the output sentences</li>
</ul>
</div>
</div>
<div class="u-container-style u-layout-cell u-size-30 u-layout-cell-2">
<div class="u-container-layout u-container-layout-2"></div>
</div>
</div>
</div>
<div class="u-size-30">
<div class="u-layout-row">
<div class="u-container-style u-layout-cell u-size-30 u-layout-cell-3">
<div class="u-container-layout u-container-layout-3"></div>
</div>
<div class="u-container-style u-layout-cell u-size-30 u-layout-cell-4">
<div class="u-container-layout u-container-layout-4"></div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section class="u-backlink u-clearfix u-grey-80">
<a class="u-link" href="https://nicepage.com/website-templates" target="_blank">
<span>Free Website Templates</span>
</a>
<p class="u-text">
<span>created with</span>
</p>
<a class="u-link" href="https://nicepage.com/" target="_blank">
<span>Website Builder Software</span>
</a>.
</section>
</body>
</html>