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<!DOCTYPE html>
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<title>Debjit Paul</title>
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alt="Debjit Paul" />
<div class="profile-content pull-left">
<h1 class="name">Debjit Paul</h1>
<h2 class="desc">Ph.D. Student in Research Training Group AIPHES</h2>
<h3 class="university">Heidelberg University</h3>
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Optimism is the faith that leads to achievement. Nothing can be done without hope and confidence.  -
Helen Keller
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<a class="btn btn-cta-primary pull-right" href="deb(_)4u22 (at) yahoo.com" target="_blank"><i
class="fa fa-paper-plane"></i> Contact Me</a>
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<h2 class="heading">About Me</h2>
<div class="content">
<p> I am a Doctoral Student under the supervision of <a
href="http://www.cl.uni-heidelberg.de/~frank/" target="_blank">Prof. Dr. Anette
Frank </a> at the Department of Computational Linguistics at Heidelberg University
and also a part of <a href="https://www.aiphes.tu-darmstadt.de/de/aiphes/"
target="_blank">Research Training Group AIPHES</a>. I have worked in <a
href="http://www.amplexor.com/" target="_blank">Amplexor International </a> as a
Data Scientist for 3 months (January-March 2018). I have completed my <a
href="http://www.cs.uni-saarland.de/" target="_blank">Master's</a> under the
supervision of <a href="https://www.lsv.uni-saarland.de/?id=38" target="_blank"> Prof.
Dr. Ditrech Klakow </a> at <a href="http://www.cs.uni-saarland.de/"
target="_blank">Saarland University</a>, Saarbrücken, Germany. <p>
<p>My primary research areas are: Machine Learning, Natural Language Processing,
Deep Learning, Information Retrieval, Data Mining and Convex Optimization.</p>
<p>Prior to this, I have completed Bachelor in Technology (B.Tech) in Computer
Science and Engineering from <a href="http://www.gnit.ac.in/" target="_blank">
Guru Nanak Institute of Technology </a>, Kolkata.
</p>
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<section class="paper-display section">
<div class="section-inner">
<h2 class="heading">Projects</h2>
<div class="content">
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<div class="col-md-6 col-sm-12 col-xs-12">
<div class="item">
<h4 class="title"><a href='https://www.aclweb.org/anthology/N19-3005'
target='_blank'>Handling Noisy Labels for Robustly Learning from
Self-Training Data for Low-Resource Sequence Labeling</a>
</h4>
<p>
<a class="btn btn-cta-primary btn-download"
href="https://www.aclweb.org/anthology/N19-3005" target="_blank"><i
class="fa fa-external-link"></i> (NAACL-SRW) 2019 Read Paper</a>
<a class="btn btn-cta-info btn-download"
href='https://github.com/debjitpaul/Multi-tasking_Learning_With_Unreliable_Labels'
target='_blank'><i class="fa fa-external-link"></i> Code</a>
</p>
<!-- thhis image is a link to the paper too -->
<a href='https://www.aclweb.org/anthology/N19-3005' target='_blank'>
<img class="paper-img" src="assets/images/MTL_naacl_srw.png"
alt="Paper Screenshot" />
</a>
</div>
</div>
<div class="col-md-6 col-sm-12 col-xs-12">
<div class="item">
<h4 class="title"><a href='https://aclweb.org/anthology/papers/N/N19/N19-1368/'
target='_blank'>Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs </a>
</h4>
<p>
<a class="btn btn-cta-primary btn-download"
href="https://aclweb.org/anthology/papers/N/N19/N19-1368/" target="_blank"><i
class="fa fa-external-link"></i> (NAACL 2019) Read Paper</a>
<a class="btn btn-cta-warning btn-download"
href='https://github.com/debjitpaul/Multi-Hop-Knowledge-Paths-Human-Needs'
target='_blank'><i class="fa fa-external-link"></i> Code</a>
</p>
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<img class="paper-img" src="assets/images/Full_model.png" height="300"
alt="Paper Screenshot" />
</a>
</div>
</div>
</div>
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</section>
<section class="latest section">
<div class="section-inner">
<h2 class="heading">Publications</h2>
<div class="content">
<ul>
<li>Paul, Debjit, and Anette Frank
<a href="https://aclweb.org/anthology/papers/N/N19/N19-1368/" target="_blank">
"Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs." </a> Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). 2019. </li> <br>
<li>Debjit Paul, Mittul Singh, Michael A. Hedderich and Dietrich Klakow
<a href="https://www.aclweb.org/anthology/N19-3005" target="_blank">
"Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling." </a> Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop. (2019).
</li> <br>
<li>Anup Kumar Thander, Goutam Mandal, Debjit Paul
<a href="https://www.researchgate.net/profile/Debjit_Paul/publication/302407962_Numerical_Comparison_of_multi-step_iterative_methods_for_finding_roots_of_nonlinear_equations/links/573059e308aeb1c73d145aca/Numerical-Comparison-of-multi-step-iterative-methods-for-finding-roots-of-nonlinear-equations.pdf"
target="_blank">
"Numerical Comparison of multi-step iterative methods for finding roots
of non-linear equations, International Journal of Mathematics Trends and
Technology "</a>, Volume4 Issue 8-September 2013 [ISSN: 2231-5373] </li> <br>
</li>
</ul>
</div>
<!--//content-->
</div>
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<section class="latest section">
<div class="section-inner">
<h2 class="heading">Selected Projects</h2>
<div class="content">
<div class="item">
<div class="desc text-left">
<h3 class="title">DeepNets-onWikiData <span class="label label-theme"> Open
Source</span></h3>
<p class="summary"></a>Saarbrücken,
Germany </br>
Author: <a href="https://debjitpaul.github.io/debjit.github.io/"
target="_blank"> Debjit Paul</a>, <a
href="http://people.mpi-inf.mpg.de/~sreyasi/" target="_blank">Sreyasi Nag
Chowdhury </a> , <a
href="https://www.linkedin.com/in/soumya-chakraborty-1261275a/"
target="_blank">Soumya Chakraborty </a>
</br> Duration: January 2018 - February 2018 </p>
<div class="desc text-left">
<p> This project has basic implementations of CNN, RNN (vanilla and LSTM), and
various combinations thereof. We use Keras with TensolFlow backend. We use
GloVe vectors for the word embeddings, which can be downloaded from here: <a
href="https://nlp.stanford.edu/projects/glove/" target="_blank"> Glove
</a>.
Code : <a href='https://github.com/debjitpaul/DeepNets-onWikiData'
target='_blank'><i class="fa fa-external-link"></i> View on Github</a>
</p>
</div>
<!--//desc-->
<!--
<div class="desc text-left">
<h4 class="title">PACE Coding Tasks</h4>
<p class="summary"><a href="http://www.mmci.uni-saarland.de/en/irg/exact"
target="_blank"> MMCI CLuster of Excellence
</a>, Saarbrücken,
Germany </br>
Supervisor: <a
href="http://www.mmci.uni-saarland.de/en/investigators/irgleaders/hdell"
target="_blank"> Dr. Holger Dell</a>
</br> Duration: September 2016 - November 2016 </p>
<div class="desc text-left">
<p>Programming tasks for the organization of the programming challenge <a
href="https://pacechallenge.wordpress.com/track-a-treewidth/"
target="_blank">PACE</a>.
The goal is to generate instances to be used in the challenge.
<a href='https://github.com/axeven/hiwi-pace' . target='_blank'><i
class="fa fa-external-link"></i> View on Github</a></p>
</div>
<!--//desc-->
<!--
<div class="desc text-left">
<h5 class="title">Machine-Learning-Tools-on-Iris-Dataset <span
class="label label-theme"> Open Source</span></h5>
<p class="summary"></a>Saarbrücken,
Germany </br>
Author: <a href="https://debjitpaul.github.io/debjit.github.io/"
target="_blank"> Debjit Paul</a>
</br> Duration: July 2017 - August 2017 </p>
<div class="desc text-left">
<p>This tool is made to perform Machine Learning classification on Iris
Dataset. In recent times, we have seen the vast use of Machine
Learning tenchiques in the field of Datamining and Data analysis.
The following tools are simple yet efficient. Machine Learning
classification tools are as follows:
<ul>
<li> Support Vector Machine</li>
<li> Logistic Regression</li>
<li> Adaboost</li>
<li> Random forest</li>
</ul>
<a href='https://github.com/debjitpaul/Machine-Learning-Tools-on-Iris-Dataset'
target='_blank'><i class="fa fa-external-link"></i> View on
Github</a>
</p>
</div>
<!--//desc-->
<!--
<div class="desc text-left">
<h6 class="title">Pre-processing-and-NLP-Tagger<span
class="label label-theme"> Open Source</span></h6>
<p class="summary"></a>Saarbrücken,
Germany </br>
Author: <a href="https://debjitpaul.github.io/debjit.github.io/"
target="_blank"> Debjit Paul</a>
</br> Duration: February 2017 - May 2017 </p>
<div class="desc text-left">
<p>The tool is made to do pre-processing raw text file to CONLL data
format. Then can be used to tag words using artificial taggers
such as <a href="http://ml.nec-labs.com/senna//"
target="_blank">Senna</a> or<a
href="http://gposttl.sourceforge.net/" target="_blank">Brill
Tagger</a>.
<a href='https://github.com/debjitpaul/Pre-processing-and-NLP-Tagger'
target='_blank'><i class="fa fa-external-link"></i> View on
Github</a>
</p>
</div>
<!--//desc-->
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<h2 class="heading sr-only">Basic Information</h2>
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<a class="twitter-timeline" data-lang="en" data-width="1500" data-height="1000" data-theme="light" href="https://twitter.com/DebjitPaul2?ref_src=twsrc%5Etfw">Tweets by DebjitPaul2</a> <script async src="https://platform.twitter.com/widgets.js" charset="utf-8"></script>
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<--//aside-->
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<class="skills aside section">
<div class="section-inner">
<h2 class="heading">Skills</h2>
<div class="content">
<div class="skillset">
<div class="item">
</div>
<!--//item-->
-->
<!--
<div class="item">
<h3 class="level-title">High Level Languages</h3>
<ul>
<li> Python</li>
<li> Shell Scripting</li>
<li> C</li>
<li> Java</li>
</ul>
</div>
-->
<!--//item-->
<!--
<div class="item">
<h4 class="level-title">Tools</h4>
<ul>
<li> Tensorflow</li>
<li> Dynet</li>
<li> Standford CoreNLP</li>
<li> Theano</li>
<li> Scikit-learn</li>
<li> Git</li>
<li> SVN</li>
<li> Jenkins</li>
</ul>
</div>
-->
<!--//item-->
<p><a class="btn btn-cta-primary btn-download"
href="assets/documents/Resume_6.19.pdf" target="_blank"><i
class="fa fa-external-link"></i> Download Resume</a></p>
</div>
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<aside class="experience section">
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<h2 class="heading">Achievements</h2>
<div class="content">
<div class="item">
<ul>
<li> Winner of HQ Hackathon 2017, Trivago, Dusseldorf, Germany
of Business </li>
</ul>
<div class="item">
<ul>
<li> Finalist in United Minds 2011-2012, IIM Bangalore , Vista United World
School
of Business </li>
</ul>
</div>
</div>
<!--//content-->
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<h2 class="heading">Education</h2>
<div class="content">
<div class="item">
<h3 class="title"><i class="fa fa-graduation-cap"></i> Masters in Computer Science</h3>
<h4 class="university">Saarland University, Germany <span
class="year">(2014-2017)</span></h4>
</div>
<!--//item-->
<!--div class="item">
<h3 class="title"><i class="fa fa-graduation-cap"></i> BTech in Computer Science and
Engineering</h3>
<h4 class="university">Guru Nanak Institute of Technology, Kolkata <span
class="year">(2010-2014)</span></h4>
</div>
<!--//item-->
<!--div class="item">
<h3 class="title"><i class="fa fa-graduation-cap"></i> Higher Secondary</h3>
<h4 class="university">Indira Gandhi Memorial Senior Secondary School, Sreebhumi,
Kolkata <span class="year">(2008-2010)</span></h4>
</div>
<div class="item">
<h3 class="title"><i class="fa fa-graduation-cap"></i> Secondary</h3>
<h4 class="university">Indira Gandhi Memorial Senior Secondary School,Sreebhumi,Kolkata.
<span class="year">(2008)</span></h4>
</div>
</div>
<!--//content-->
<!--/div>
<!--//section-inner-->
<!--/aside>
<!--//section-->
<!--aside class="languages aside section">
<div class="section-inner">
<h2 class="heading">Languages</h2>
<div class="content">
<ul class="list-unstyled">
<li class="item">
<span class="title"><strong>Bengali:</strong></span>
<span class="level">Native Speaker <br class="visible-xs" /><i
class="fa fa-star"></i> <i class="fa fa-star"></i> <i
class="fa fa-star"></i> <i class="fa fa-star"></i> <i
class="fa fa-star"></i> </span>
</li>
<!--//item-->
<!--li class="item">
<span class="title"><strong>English:</strong></span>
<span class="level">Professional Proficiency <br class="visible-sm visible-xs" /><i
class="fa fa-star"></i> <i class="fa fa-star"></i> <i
class="fa fa-star"></i><i class="fa fa-star"></i> <i
class="fa fa-star-half"></i></span>
</li>
<!--//item-->
<!--li class="item">
<span class="title"><strong>Hindi:</strong></span>
<span class="level">Professional Proficiency <br class="visible-sm visible-xs" /><i
class="fa fa-star"></i> <i class="fa fa-star"></i> <i
class="fa fa-star"></i> <i class="fa fa-star-half"></i></span>
</li>
<!--//item-->
<!--li class="item">
<span class="title"><strong>German:</strong></span>
<span class="level">Elementary Proficiency <br class="visible-sm visible-xs" /><i
class="fa fa-star"></i></span>
</li>
<!--//item-->
<!--/ul>
<!--/div>
<!--//content-->
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<!--//section-inner-->
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<!--//section-->
<!--aside class="experience section">
<div class="section-inner">
<h2 class="heading">Recreational Pursuits</h2>
<div class="content">
<div class="item">
<ul>
<li> Club Cricketer 2nd Division Player, West Bengal.</li></br>
</ul>
</div>
<!--//content-->
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