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research.html
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---
layout: default
title:
---
<br/>
<style>
ul {
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padding: 0px;
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a:focus, a:hover, .portfolio-cat a:hover, .footer -menu li a:hover {
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<section class="blog-area pt-5 pb-5">
<div class="container">
<div class="row">
<div class="col-xl-12 text-center pb-3">
<div class="section-title service-title">
<h2>Research @ LCS2</h2>
<p>We work on five primary verticals. Visit particular dimension for a detailed view of projects and related works.</p>
</div>
</div>
</div>
<div class="row">
<div class="col-xl-4 col-lg-4 col-md-6 mb-30">
<div class="blog-wrapper home-blog-wrapper white-bg">
<div class="blog-thumb">
<img src="{{ site.base }}/img/1.jpg" alt="" />
</div>
<div class="meta-info">
<ul>
<li class="posts-time">5 projects</li>
</ul>
</div>
<div class="blog-content home-blog">
<h2 class="blog-title">
Cyber informatics
</h2>
<p>We design models for detecting and mitigating various cybercrimes on online social media including the spread of fake news, misinformation, fraud activities, black-market driven collusion, hate and offensive speech, and cyberbullying. </p>
</div>
<div class="link-box home-blog-link">
<a href="{{ site.base }}/research_1.html">Explore More</a>
</div>
</div>
</div>
<div class="col-xl-4 col-lg-4 col-md-6 mb-30">
<div class="blog-wrapper home-blog-wrapper white-bg">
<div class="blog-thumb">
<img src="{{ site.base }}/img/2.jpg" alt="620x349" />
</div>
<div class="meta-info">
<ul>
<li class="posts-time">4 projects</li>
</ul>
</div>
<div class="blog-content home-blog">
<h2 class="blog-title">
Graph Mining / Complex Networks
</h2>
<p>We study social, information and scientific networks to explore various structural (community, network growth, cascade) and behavioural (influence, trust) properties of nodes and edges.</p>
</div>
<div class="link-box home-blog-link">
<a href="{{ site.base }}/research_2.html">Explore More</a>
</div>
</div>
</div>
<div class="col-xl-4 col-lg-4 col-md-6 mb-30">
<div class="blog-wrapper home-blog-wrapper white-bg">
<div class="blog-thumb">
<img class="Pic" src="{{ site.base }}/img/3.jpg" alt="" />
</div>
<div class="meta-info">
<ul>
<li class="posts-time">4 Projects</li>
</ul>
</div>
<div class="blog-content home-blog">
<h2 class="blog-title">
Conversational Dialogs
</h2>
<p>We regard various modules of a dialog system, such as intent classification, slot-filling, dialog-act classification, dialog management, and dialog generation, for both goal-oriented and generic conversational chatbots. Moreover, we inspect conversational dialogs for various supplementary tasks as well, e.g., speaker profiling, emotion-flip reasoning, etc. </p>
</div>
<div class="link-box home-blog-link">
<a href="{{ site.base }}/research_3.html">Explore More</a>
</div>
</div>
</div>
</div>
<div class="row">
<div class="col-xl-4 col-lg-4 col-md-6 mb-30">
<div class="blog-wrapper home-blog-wrapper white-bg">
<div class="blog-thumb">
<img src="{{ site.base }}/img/4.jpg" alt="" />
</div>
<div class="meta-info">
<ul>
<li class="posts-time">3 projects</li>
</ul>
</div>
<div class="blog-content home-blog">
<h2 class="blog-title">
Code-mixed and Low Resource Language Processing
</h2>
<p>We explore a wide range of natural language processing tasks in the vicinity of code-mixed and low-resource languages in Indian context. The prime objective is to facilitate the technology to a vast non-native English speakers. </p>
</div>
<div class="link-box home-blog-link">
<a href="{{ site.base }}/research_4.html">Explore More</a>
</div>
</div>
</div>
<div class="col-xl-4 col-lg-4 col-md-6 mb-30">
<div class="blog-wrapper home-blog-wrapper white-bg">
<div class="blog-thumb">
<img src="{{ site.base }}/img/5.jpg" alt="" />
</div>
<div class="meta-info">
<ul>
<li class="posts-time">3 projects</li>
</ul>
</div>
<div class="blog-content home-blog">
<h2 class="blog-title">
Multimodality
</h2>
<p>We study the interdisciplinary domain of speech and/or vision modalities with the textual processing for a number of traditional and recent natural language processing tasks such as summarization, opinion mining, emotion analysis, sarcasm detection, offensive post detection, etc. </p>
</div>
<div class="link-box home-blog-link">
<a href="{{ site.base }}/research_5.html">Explore More</a>
</div>
</div>
</div>
<div class="col-xl-4 col-lg-4 col-md-6 mb-30">
<div class="blog-wrapper home-blog-wrapper white-bg">
<div class="blog-thumb">
<img src="{{ site.base }}/img/vmha.jpg" alt="" />
</div>
<div class="meta-info">
<ul>
<li class="posts-time">4 projects</li>
</ul>
</div>
<div class="blog-content home-blog">
<h2 class="blog-title">
AI for Mental Health
</h2>
<p>Our research is focused on the development and analysis of AI-based counseling methods. Our work encompasses a broad range of domains, including dialogue understanding, summarization, and generation, as well as conversational analysis. We are exploring multiple counseling conversational settings, such as one-to-one counseling, peer counseling, and virtual assistant-guided counseling.</p>
</div>
<div class="link-box home-blog-link">
<a href="{{ site.base }}/research_6.html">Explore More</a>
</div>
</div>
</div>
</div>
</div>
</section>