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<!DOCTYPE html>
<html lang="en">
<head>
<!-- begin SEO -->
<title>Aaivu | Open Source NLP Research Organization</title>
<meta property="og:locale" content="en-US">
<meta property="og:site_name" content="http://aaivu.org/">
<meta property="og:title" content="$aaivu">
<link rel="canonical" href="http://aaivu.org/">
<meta property="og:url" content="http://aaivu.org/">
<meta property="og:description" content="Open Source NLP Research Organization">
<meta property="og:image" content="img/Aaivu Logo/Aaivu-Logo-Final.jpg">
<script async="" src="//www.google-analytics.com/analytics.js"></script>
<script src="https://kit.fontawesome.com/yourcode.js"></script>
<script type="application/ld+json">
{
"@context": "http://schema.org",
"@type": "Company",
"name": "aaivu",
"url": "http://aaivu.org/",
"sameAs": null
}
</script>
<!-- end SEO -->
<meta charset="utf-8">
<meta content="width=device-width, initial-scale=1.0" name="viewport">
<meta content="" name="keywords">
<meta content="" name="description">
<!-- Favicons -->
<link href="img/Aaivu Logo/Aaivu-Logo-Final.jpg" rel="icon">
<!-- Google Fonts -->
<link href="https://fonts.googleapis.com/css?family=Open+Sans:300,300i,400,400i,500,600,700,700i|Montserrat:300,400,500,600,700" rel="stylesheet">
<!-- Bootstrap CSS File -->
<link href="lib/bootstrap/css/bootstrap.min.css" rel="stylesheet">
<!-- Libraries CSS Files -->
<link href="lib/font-awesome/css/font-awesome.min.css" rel="stylesheet">
<link href="lib/animate/animate.min.css" rel="stylesheet">
<link href="lib/ionicons/css/ionicons.min.css" rel="stylesheet">
<link href="lib/owlcarousel/assets/owl.carousel.min.css" rel="stylesheet">
<link href="lib/lightbox/css/lightbox.min.css" rel="stylesheet">
<!-- Main Stylesheet File -->
<link href="css/style.css" rel="stylesheet">
</head>
<body>
<!--==========================
Header
============================-->
<header id="header">
<div id="topbar">
<div class="container">
<div class="social-links">
<a href="https://github.com/aaivu" class="github-icon"><i class="fa fa-github fa-2x" ></i></a>
</div>
</div>
</div>
<div class="container">
<div class="logo float-left">
<!-- Uncomment below if you prefer to use an image logo -->
<h1 class="text-light"><a href="#intro" class="scrollto"><span>Aaivu</span></a></h1>
<!-- <a href="#header" class="scrollto"><img src="img/logo.png" alt="" class="img-fluid"></a> -->
</div>
<nav class="main-nav float-right d-none d-lg-block">
<ul>
<li class="active"><a href="#intro">Home</a></li>
<li><a href="#about">About Us</a></li>
<li><a href="#services">Projects</a></li>
<li><a href="#why-us">How to Contribute</a></li>
<li><a href="#footer">Contact Us</a></li>
</ul>
</nav>
<!-- .main-nav -->
</div>
</header>
<!-- #header -->
<!--==========================
Intro Section
============================-->
<section id="intro" class="clearfix">
<section id="welcome">
<div class="container">
<div class="row">
<div class="col-lg-5 col-md-6">
<div class="welcome-img">
<img src="img/Aaivu Logo/Aaivu-Logo-Final.jpg" alt="">
</div>
</div>
<div class="col-lg-7 col-md-6">
<div class="welcome-content">
<h2>Natural language processing</h2>
<h3>We do research to help the people with the help of, Natural Language Processing.</h3>
<p>Natural language processing (NLP) is a subfield of linguistics, computer science, information engineering, and artificial intelligence concerned with the interactions between computers and human (natural) languages, in particular
how to program computers to process and analyze large amounts of natural language data.</p>
<p>Natural Language Processing is the driving force behind the following common applications:</p>
<ul>
<li><i class="ion-android-checkmark-circle"></i> Language translation applications such as Google Translate</li>
<li><i class="ion-android-checkmark-circle"></i> Word Processors such as Microsoft Word and Grammarly that employ NLP to check grammatical accuracy of texts.</li>
<li><i class="ion-android-checkmark-circle"></i> Interactive Voice Response (IVR) applications used in call centers to respond to certain users’ requests.</li>
<li><i class="ion-android-checkmark-circle"></i> Personal assistant applications such as OK Google, Siri, Cortana, and Alexa.</li>
</ul>
</div>
</div>
</div>
</div>
</section>
<!-- #welcome -->
</section>
<!-- #intro -->
<main id="main \">
<!--==========================
About Us Section
============================-->
<section id="about">
<div class="container">
<div class="row">
<div class="col-lg-5 col-md-6">
<div class="about-img">
<img src="img/cse_logo.png" alt="">
</div>
</div>
<div class="col-lg-7 col-md-6">
<div class="about-content">
<h2>About Us</h2>
<h3>From Department of Computer Science and Engineering,University of Moratuwa</h3>
<p>Aaivu organization is an opensource organization founded by Dr.Uthayasanker Thayasivam, at the Department of Computer Science and Engineering, University of Moratuwa to enhance and enrich the lives of the community who will
benefit from NLP.</p>
<p>Our objectives</p>
<ul>
<li><i class="ion-android-checkmark-circle"></i>We engage in NLP based projects to adapt the projects that were done for languages such as English to local languages such as Tamil and Sinhala. </li>
<li><i class="ion-android-checkmark-circle"></i>We use techniques such as word embedding to understand and analyse the languages and implement them in a useful manner.</li>
<li><i class="ion-android-checkmark-circle"></i>We do Data Mining to support these ventures.</li>
</ul>
</div>
</div>
</div>
</div>
</section>
<!-- #about -->
<!--==========================
Services Section
============================-->
<section id="services" class="section-bg">
<div class="container">
<header class="section-header">
<h3>Projects</h3>
<!-- <p>Tag line for our project ideas.</p> -->
</header>
<div class="row">
<div class="col-md-6 col-lg-4 wow bounceInUp" data-wow-duration="1.4s">
<div class="box">
<div class="icon" style="background: #fff0da;"><i class="ion-ios-bookmarks-outline" style="color: #e98e06;"></i></div>
<h4 class="title"><a href="https://github.com/aaivu/aaivu-tesseract-quality-api">Tesseract Quality Checker API</a></h4>
<p class="description">This API is used to check the quality of the captured image for tesseract OCR. Tesseract OCR works best when there is a clear segmentation of the foreground text from the background. It is easy to instruct the user get a best-fit
image rather than doing preprocessing on the images.</p>
</div>
</div>
<div class="col-md-6 col-lg-4 wow bounceInUp" data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #e6fdfc;"><i class="ion-ios-paper-outline " style="color: #3fcdc7;"></i></div>
<h4 class="title"><a href="https://github.com/aaivu/aaivu-machine-trans-eng-sin">English to Sinhala Neural Machine Translation</a></h4>
<p class="description">This research is about developing a NMT system using Transformer architecture for the under-resourced, domain-specific English to Sinhala translation task. The translation quality is improved by exploring effective ways of
incorporating Part-of-Speech (POS) information and subword techniques.</p>
</div>
</div>
<div class="col-md-6 col-lg-4 wow bounceInUp" data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #e1eeff;"><i class="ion-ios-world-outline " style="color: #2282ff;"></i></div>
<h4 class="title">
<a href="https://github.com/aaivu/aaivu-dialog-policy-optimization">Dialogue policy optimization in low resource setting
</a>
</h4>
<p class="description">The dialogue policy optimization in task oriented concversational agents in low resource setting is a open research project. We have develop a novel approach for dialogue policy optimization using Rienforcement Learning. The
methodology is based on Self-play and a novel sampling technique that prioratizes failed dialogues over successful ones.</p>
</div>
</div>
<div class="col-md-6 col-lg-4 wow bounceInUp" data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #ecebff;"><i class="ion-ios-clock-outline " style="color: #8660fe;"></i></div>
<h4 class="title"><a href="https://github.com/aaivu/aaivu-ride-hailing-simulation">Ride Hailing Simulation</a></h4>
<p class="description">A data-driven approach to model a simulation environment.</p>
</div>
</div>
<div class="col-md-6 col-lg-4 wow bounceInUp" data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #eafde7;"><i class="ion-ios-speedometer-outline " style="color:#41cf2e;"></i></div>
<h4 class="title">
<a href="https://github.com/aaivu/aaivu-dd-strategies-sl-schools">High School Strategizer</a>
</h4>
<p class="description">Data-Driven instruction strategies for Sri Lankan high schools.</p>
</div>
</div>
<div class="col-md-6 col-lg-4 wow bounceInUp" data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #e6fdfc;"><i class="ion-ios-paper-outline " style="color: #3fcdc7;"></i></div>
<h4 class="title">
<a href="https://github.com/aaivu/aaivu-semantic-table-interpretations">Semantic Table Interpretation</a>
</h4>
<p class="description">Semantic Table Interpretation is the use of external knowledge bases or ontologies to provide context to tabular data sources. Data usually loses its context when converted into tabular structures. Hence, mapping these data
back into its original context is non trivial. Since table data is one of most widespread structures in use, the information loss is significant. In this project, we introduce a two novel algorithms, ReleX and STEM, to
derive meaning full relationships between table columns and to identify table entities with context using web ontologies.</p>
</div>
</div>
<div class="col-md-6 col-lg-4 wow bounceInUp" data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #e6fdfc;"><i class="ion-ios-paper-outline " style="color: #3fcdc7;"></i></div>
<h4 class="title"><a href="http://ec2-18-118-18-103.us-east-2.compute.amazonaws.com/">Tamizhi Net OCR</a></h4>
<p class="description">Tamizhi-Net OCR is a tool that extract text from scanned Pdf/Image. The system covers Tamil, Sinhala and English languages.</p>
</div>
</div>
<!-- <div class="col-md-6 col-lg-4 wow bounceInUp " data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #fff0da;"><i class="ion-ios-bookmarks-outline " style="color: #e98e06;"></i></div>
<h4 class="title"><a href="">Video Colorization</a></h4>
<p class="description">A fully automated video colorization framework which can colorize grayscale videos focusing on improved temporal and contextual coherence between frames and scene changes, through the novel use of Recurrent Neural Network (RNN)
based architecture in the colorization domain in order to give a realistic output.</p>
</div>
</div> -->
<!-- <div class="col-md-6 col-lg-4 wow bounceInUp " data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #fff0da;"><i class="ion-ios-bookmarks-outline " style="color: #e98e06;"></i></div>
<h4 class="title"><a href="">Video Colorization</a></h4>
<p class="description">A fully automated video colorization framework which can colorize grayscale videos focusing on improved temporal and contextual coherence between frames and scene changes, through the novel use of Recurrent Neural Network (RNN)
based architecture in the colorization domain in order to give a realistic output.</p>
</div>
</div> -->
<!-- <div class="col-md-6 col-lg-4 wow bounceInUp " data-wow-delay="0.1s " data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #e6fdfc;"><i class="ion-ios-paper-outline " style="color: #3fcdc7;"></i></div>
<h4 class="title"><a href="">Data-driven instruction strategies platform</a></h4>
<p class="description"> An analytical platform to assist in personalized learning experience by providing data-driven instructions and insights, using performance and personal data, to the main key stakeholders of the education sector in Sri Lanka.</p>
</div>
</div> -->
<!-- <div class="col-md-6 col-lg-4 wow bounceInUp " data-wow-delay="0.1s " data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #eafde7;"><i class="ion-ios-speedometer-outline " style="color:#41cf2e;"></i></div>
<h4 class="title">
<a href="">Domain Specific Intent Classification of Sinhala Speech Datax</a>
</h4>
<p class="description">A domain-specific intent classification for Sinhala language, utilizing a feed-forward neural network with backpropagation, in order to understand a Domain Specific Sinhala utterance , by matching utterance with its intent.</p>
</div>
</div> -->
<!-- <div class="col-md-6 col-lg-4 wow bounceInUp " data-wow-delay="0.2s " data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #e1eeff;"><i class="ion-ios-world-outline " style="color: #2282ff;"></i></div>
<h4 class="title">
<a href="">Multi-Sim Classifier</a>
</h4>
<p class="description">A binary classifier that would classify a given customer as a multi-SIM user or otherwise by users, based on the usage patterns extracted from Call Details Records, with a significant accuracy, and provide insights and rationales
behind multi-SIM user behaviors</p>
</div>
</div> -->
<!-- <div class="col-md-6 col-lg-4 wow bounceInUp " data-wow-delay="0.2s " data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #ecebff;"><i class="ion-ios-clock-outline " style="color: #8660fe;"></i></div>
<h4 class="title">
<a href="">Generation of review aspect hierarchy using word embedding and clustering</a>
</h4>
<p class="description">A novel approach to hierarchical aspect aggregation by employing word embedding along with clustering to output a multi-granular structure of aspects, to be used in aspects aggregation phase , in reviews summarization process.</p>
</div>
</div> -->
<!-- <div class="col-md-6 col-lg-4 wow bounceInUp " data-wow-delay="0.2s " data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #e1eeff;"><i class="ion-ios-world-outline " style="color: #2282ff;"></i></div>
<h4 class="title"><a href="">High scale Mobility On Demand System in Taxi Service Context</a></h4>
<p class="description">Improving the current state of the art model, developed by MIT for efficient taxi service provisioning , into a scalable and dynamic model. The proposed solution identifies the optimal number of partitions for a given area
and deploys multiple copies of the improved model on each partition to work individually with dynamic travel time prediction.</p>
</div>
</div> -->
<!-- <div class="col-md-6 col-lg-4 wow bounceInUp " data-wow-delay="0.2s " data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #ecebff;"><i class="ion-ios-clock-outline " style="color: #8660fe;"></i></div>
<h4 class="title"><a href="">Landslide susceptibility modelling and early warning</a></h4>
<p class="description">A novel approach of landslide modelling in both static and dynamic fashion through a data integration platform which employs a data driven adaptive model to make dynamic predictions on landslide susceptibility with increased
accuracy
</p>
</div>
</div> -->
<!-- <div class="col-md-6 col-lg-4 wow bounceInUp " data-wow-delay="0.2s " data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #e1eeff;"><i class="ion-ios-world-outline " style="color: #2282ff;"></i></div>
<h4 class="title"><a href="">Polysemy Embedding</a></h4>
<p class="description">Contributes to improve word embedding through a novel iterative polysemy embedding model approach, with increased accuracy, and exploring the morphological regularities to present a detailed analysis in word embedding based
morphological manipulation</p>
</div>
</div> -->
<!-- <div class="col-md-6 col-lg-4 wow bounceInUp " data-wow-delay="0.2s " data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #ecebff;"><i class="ion-ios-clock-outline " style="color: #8660fe;"></i></div>
<h4 class="title"><a href="">A Data Collection for Evaluating the Retrieval of Related Tweets to News Articles</a></h4>
<p class="description">Related tweet retrieval using a novel data collection approach that combines two existing data set (news article and tweets) , in order to identify and rank tweets that are related to a published news article. </p>
</div>
</div> -->
<!-- <div class="col-md-6 col-lg-4 wow bounceInUp " data-wow-duration="1.4s">
<div class="box">
<div class="icon " style="background: #fceef3;"><i class="ion-ios-analytics-outline " style="color: #ff689b;"></i></div>
<h4 class="title"><a href="">Embedding Evaluator</a></h4>
<p class="description">An hosted tool which can evaluate the embedded output using several evaluation methods to get your accuracy measurement.</p>
</div>
</div> -->
</div>
</div>
</section>
<!-- #services -->
<!--==========================
Why Us Section
============================-->
<section id="why-us" class="wow fadeIn">
<div class="container-fluid">
<header class="section-header">
<h3>How to contribute?</h3>
<p>We welcome all the opensource contributors and we hope you stay with us throughout our journey.</p>
</header>
<div class="row">
<div class="col-lg-6">
<div class="why-us-img">
<img src="img/welcome-robot.png" alt="" class="img-fluid">
</div>
</div>
<div class="col-lg-6">
<div class="why-us-content">
<p>
</p>
<p>
</p>
<div class="features wow bounceInUp clearfix">
<i class="fa fa-github" style="color: #f058dc;"></i>
<h4><a href="https://github.com/aaivu/aaivu-introduction">Introduction</a></h4>
<p>Visit our GitHub Introduction page to learn how to contribute and pick up some interesting projects</p>
</div>
<div class="features wow bounceInUp clearfix">
<i class="fa fa-envelope" style="color: #ffb774;"></i>
<h4>Email
</h4>
<p>Mail us regarding any issues at [email protected]</p>
</div>
<div class="features wow bounceInUp clearfix">
<i class="fa fa-comments" style="color: #589af1;"></i>
<h4>
<a href="https://talk.aaivu.org/">Talk forum</a>
</h4>
<p>If you have any community related questions, please ask in the Aaivu Talk forum</p>
</div>
<div class="features wow bounceInUp clearfix">
<i class="fa fa-language" style="color: #faa200;"></i>
<h4><a href="https://github.com/aaivu/aaivu-introduction/blob/master/HELP_DESK.MD">Help Desk</a>
</h4>
<p>Please reach us via this Help Desk form to request access to the documentation for edit/write access and Github write access</p>
</div>
</div>
</div>
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<h3><a href="https://www.linkedin.com/in/ksuthagar/">Suthagar Kailayapathy</a></h3>
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<h3><a href="http://rtuthaya.lk/">Dr. Uthayasanker Thayasivam</a></h3>
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Dr.Uthayasanker is an experienced engineer, currently lecturing at the Department of Computer Science & Engineering, University of Moratuwa, Sri Lanka . He obtained his doctoral degree in semantic computing from University of Georgia, USA. His special
interest and eloquent practice in Advanced Machine Learning & Advanced Data Science makes him a Unique expert in this ever evolving dynamic science. Bringing his industrial experience from globally reputed Information
Retrieval organizations: Google, Microsoft, Ask.com and Glassdoor & teaching experience from the University of Moratuwa, Uthaya offers a platter on the table for the data driven leaders of the corporate world.
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