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HTTP/1.1 301 Moved PermanentlyConnection: keep-aliveContent-Length: 162Server: GitHub.comContent-Type: text/htmlpermissions-policy: interest-cohort()Location: https://adityasomak.github.io/X-GitHub-Request-Id: 61F2:10DA:811102:83FF6A:66C97DB4Accept-Ranges: bytesAge: 0Date: Sat, 24 Aug 2024 06:29:08 GMTVia: 1.1 varnishX-Served-By: cache-bfi-kbfi7400090-BFIX-Cache: MISSX-Cache-Hits: 0X-Timer: S1724480948.120821,VS0,VE68Vary: Accept-EncodingX-Fastly-Request-ID: b7b78ccda6fcd5991b4bc11671bc65336cf3a257 html>head>title>301 Moved Permanently/title>/head>body>center>h1>301 Moved Permanently/h1>/center>hr>center>nginx/center>/body>/html>
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HTTP/1.1 200 OKConnection: keep-aliveContent-Length: 79952Server: GitHub.comContent-Type: text/html; charsetutf-8permissions-policy: interest-cohort()Last-Modified: Thu, 13 Jun 2024 09:50:38 GMTAccess-Control-Allow-Origin: *ETag: 666ac0ee-13850expires: Sat, 24 Aug 2024 06:39:08 GMTCache-Control: max-age600x-proxy-cache: MISSX-GitHub-Request-Id: 4CDD:22A14C:3E3D23D:3FE720B:66C97DB3Accept-Ranges: bytesAge: 0Date: Sat, 24 Aug 2024 06:29:08 GMTVia: 1.1 varnishX-Served-By: cache-bfi-krnt7300112-BFIX-Cache: MISSX-Cache-Hits: 0X-Timer: S1724480948.233272,VS0,VE73Vary: Accept-EncodingX-Fastly-Request-ID: fa42eeb94793ce7c83f9103fb96f85397692e215 !DOCTYPE html>html langen-us>head> meta charsetutf-8> meta nameviewport contentwidthdevice-width, initial-scale1> meta http-equivX-UA-Compatible contentIEedge> meta namegenerator contentSource Themes Academic 4.5.0> meta nameauthor contentSomak Aditya> meta namedescription contentAssistant Professor> link relalternate hreflangen-us 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contenthttps://adityasomak.github.io/img/icon-192.png> meta propertytwitter:image contenthttps://adityasomak.github.io/img/icon-192.png>meta propertyog:locale contenten-us> meta propertyog:updated_time content2024-03-14T00:00:00+00:00> script typeapplication/ld+json>{ @context: https://schema.org, @type: WebSite, potentialAction: { @type: SearchAction, target: https://adityasomak.github.io/?q{search_term_string}, query-input: required namesearch_term_string }, url: https://adityasomak.github.io/}/script> title>Somak Aditya/title>/head>body idtop data-spyscroll data-offset70 data-target#navbar-main > aside classsearch-results idsearch> div classcontainer> section classsearch-header> div classrow no-gutters justify-content-between mb-3> div classcol-6> h1>Search/h1> /div> div classcol-6 col-search-close> a classjs-search href#>i classfas fa-times-circle text-muted aria-hiddentrue>/i>/a> /div> /div> div idsearch-box> input nameq idsearch-query placeholderSearch... autocapitalizeoff autocompleteoff autocorrectoff spellcheckfalse typesearch> /div> /section> section classsection-search-results> div idsearch-hits> /div> /section> /div>/aside> nav classnavbar navbar-light fixed-top navbar-expand-lg py-0 compensate-for-scrollbar idnavbar-main> div classcontainer> a classnavbar-brand href/>Somak Aditya/a> button typebutton classnavbar-toggler data-togglecollapse data-target#navbar aria-controlsnavbar aria-expandedfalse aria-labelToggle navigation> span>i classfas fa-bars>/i>/span> /button> div classcollapse navbar-collapse idnavbar> ul classnavbar-nav mr-auto> li classnav-item> a classnav-link href/#about data-target#about>span>Home/span>/a> /li> li classnav-item> a classnav-link href/#news data-target#news>span>News/span>/a> /li> li classnav-item> a classnav-link href/#courses data-target#courses>span>Courses/span>/a> /li> li classnav-item> a classnav-link href/#projects data-target#projects>span>Projects/span>/a> /li> li classnav-item> a classnav-link href/publication/>span>Publications/span>/a> /li> li classnav-item> a classnav-link href/external/>span>External/span>/a> /li> li classnav-item> a classnav-link href/research/>span>Research Group/span>/a> /li> li classnav-item> a classnav-link href/files/SomakAditya_LatestCV.pdf>span>CV/span>/a> /li> /ul> ul classnavbar-nav ml-auto> li classnav-item> a classnav-link js-search href#>i classfas fa-search aria-hiddentrue>/i>/a> /li> li classnav-item> a classnav-link js-dark-toggle href#>i classfas fa-moon aria-hiddentrue>/i>/a> /li> /ul> /div> /div>/nav> span classjs-widget-page d-none>/span> section idabout classhome-section wg-about > div classcontainer> div classrow> div classcol-12 col-lg-4> div idprofile> img classportrait src/authors/admin/avatar_hu2b9e2ef8b059e2052408d3b1a09de986_458579_250x250_fill_q90_lanczos_center.jpg altAvatar> div classportrait-title> h2>Somak Aditya/h2> h3>Assistant Professor/h3> h3> a hrefhttp://cse.iitkgp.ac.in/ target_blank relnoopener> span>Department of CSE, IIT KGP/span> /a> /h3> /div> ul classnetwork-icon aria-hiddentrue> li> a hrefmailto:saditya@cse.iitkgp.ac.in > i classfas fa-envelope big-icon>/i> /a> /li> li> a hrefhttps://twitter.com/somakaditya target_blank relnoopener> i classfab fa-twitter big-icon>/i> /a> /li> li> a hrefhttps://scholar.google.com/citations?user2shiHpwAAAAJ&hlen target_blank relnoopener> i classai ai-google-scholar big-icon>/i> /a> /li> li> a hrefhttps://github.com/adityaSomak target_blank relnoopener> i classfab fa-github big-icon>/i> /a> /li> li> a href/files/SomakAditya_LatestCV.pdf > i classai ai-cv big-icon>/i> /a> /li> /ul> /div> /div> div classcol-12 col-lg-8> h1>Biography/h1> !-- div classinfo>I am looking for motivated full-time Ph.D students who are interested in pursuing b>u>their thesis/u>/b> in the exciting juncture of classical and statistical AI (often dubbed as neuro-symbolic methods). /div> -->div idtickr-box>div classtickr-title>Latest News/div>div idtickr-scroll> ul> li> I am looking for motivated full-time Ph.D students who are interested in pursuing b>u>their thesis/u>/b> in the exciting juncture of classical and statistical AI (often dubbed as neuro-symbolic methods). /li> /ul>/div>/div>!-- span stylecolor: red>!!! Major Update: I have joined IIT Kharagpur CSE as an Assistant Professor on November 2021. I am looking for motivated Ph.D, MTech, and BTech students. !!!/span> br/> -->p>I am an Assistant Professor (Grade I) at IIT Kharagpur Department of CSE. I was a Postdoctoral Researcher at a hrefhttps://www.microsoft.com/en-us/research/lab/microsoft-research-india/ target_blank>Microsoft Research India/a> advised by Dr. Monojit Choudhury. Prior to joining MSR India, I spent 1.5 years in Adobe Research as a full-time Researcher. I completed by Ph.D from a hrefhttp://cidse.engineering.asu.edu/ target_blank>CIDSE, Arizona State University/a> in June 2018, under the supervision of a hrefhttp://www.public.asu.edu/~cbaral/ target_blank>Prof. Chitta Baral/a> and a hrefhttp://yezhouyang.engineering.asu.edu/ target_blank>Prof. Yezhou Yang/a>./p>p>Deployable AI systems should be able to reason with knowledge that is commonplace to humans. Thus, my research aims to b>enhance, evaluate,/b> and b>explain/b> different types of complex b>reasoning abilities/b> of AI systems. At MSRI, I explored em>evaluation/em> and em>enhancement/em> of reasoning capabilities of Transformers-based language models. Apart from end-to-end reasoning, I am paralley exploring multi-hop reasoning capabilities of neural methods in both a hrefhttps://adityasomak.github.io/project/symbolicmath/ target_blank>symbolic/a> and a hrefhttps://adityasomak.github.io/project/nlp/ target_blank>natural language/a> domains. During my Ph.D, I have explored em>enhancement/em> of reasoning capabilities of a hrefhttps://adityasomak.github.io/project/pslvqa/ target_blank>image understanding/a> systems. Through a combination of Deep Learning, Knowledge Representation, and Probabilistic Logical Reasoning, I demonstrated the benefits of using reasoning and knowledge in Visual Question-Answering, Captioning, image puzzle solving and visual reasoning./p>!-- My past work has been driven by two fundamental hypotheses: 1) knowledge and reasoning is fundamental to machine understanding (irrespective of the input modality), and 2) different types of reasoning may require different types of methods (deviating from *one-model-to-rule-them-all*). Lastly, to build deployable AI systems, interpretability and human-AI (extrinsic) trust is essential. In future, I would also explore how knowledge and reasoning plays a role in interpretable trusted AI systems. -->!-- my agenda in research is to devlop models that simultaneously learns from data, while being enriched by knowledge and capable of reasoning with such knowledge. Developing such models require three central considerations: *knowledge acquisition*, *representation* and *reasoning*. At MSRI and during my PhD, a fundamental observation was that, often an equal measure of concentration is required for each application. -->!-- I completed my Ph.D. in Computer Science from CIDSE, Arizona State University(http://cidse.engineering.asu.edu/). During my doctoral studies, Through a combination of Deep Learning, Knowledge Representation and Probabilistic Logical Reasoning; I demonstrated the benefits of using reasoning and knowledge in Visual Question-Answering (IJCAI, AAAI), Captioning (CVIU), image puzzle solving (UAI) and visual reasoning (WACV). -->!-- I completed my Masters (ME) in Computer Science from the Indian Institute of Science, Bangalore(http://www.csa.iisc.ernet.in/) in 2011 with a concentration in Machine Learning under the supervision of Prof. M Narasimha Murty(http://scholar.google.com/citations?userVQZTmpcAAAAJ&hlen) (Dean, Faculty of Engineering, IISc). I have done my Bachelors in CS from Jadavpur University in 2009. Prior to joining PhD, I worked as a developer in the Next-Generation Sequencing (NGS) team at Strand Life Sciences for nearly 2.5 years. --> div classrow> /div> /div>/div> /div> /section> section idfeatured classhome-section wg-featured dark bg-image parallax stylebackground-color: navy;background-image: linear-gradient(DeepSkyBlue, SkyBlue);background-image: linear-gradient(rgba(0, 0, 0, 0.6), rgba(0, 0, 0, 0.6)), url('https://adityasomak.github.io/img/headers/taxinli2.png'); > div classcontainer> div classrow> div classcol-12 col-lg-4 section-heading> h1>Featured Publications/h1> /div> div classcol-12 col-lg-8> div classmedia stream-item> div classmedia-body> h3 classarticle-title mb-0 mt-0> a href/publication/mathsensei/ >MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning/a> /h3> div classstream-meta article-metadata> div> span>a href/authors/debrup-das/>Debrup Das/a>/span>, span>a href/authors/debopriyo-banerjee/>Debopriyo Banerjee/a>/span>, span>a href/authors/somak-aditya/>Somak Aditya/a>/span>, span>a href/authors/ashish-kulkarni/>Ashish Kulkarni/a>/span> /div> /div> In span stylecolor:brown;>em>NAACL 2024 (Main, In Print)/em>/span>. div classbtn-links> a classbtn btn-outline-primary my-1 mr-1 btn-sm hrefhttps://arxiv.org/pdf/2402.17231.pdf target_blank relnoopener> PDF/a> a classbtn btn-outline-primary my-1 mr-1 btn-sm hrefhttps://github.com/Debrup-61/MathSensei target_blank relnoopener> Code/a> a classbtn btn-outline-primary my-1 mr-1 btn-sm hrefhttps://debrup-61.github.io/MathSensei.github.io/ target_blank relnoopener> Project/a> a classbx-tag-nlp href/project/nlp/> nlp /a> a classbx-tag-neurosymbolic href/project/neurosymbolic/> neurosymbolic /a> /div> /div> div classml-3> a href/publication/mathsensei/ > img src/publication/mathsensei/featured.png classz-depth-1 alt width100% height90%> /a> /div>/div>hr stylefloat:centre; background:rgb(182, 181, 181); background-image: linear-gradient(to right,#ccc,rgb(182, 181, 181),#ccc)> /div>/div> /div> /section> section idnews classhome-section wg-blank > div classcontainer> div classrow> div classcol-12 col-lg-2 section-heading> h1>News/h1> /div> div classcol-12 col-lg-10> script> (function($){ $(window).on(load,function(){ $(body).mCustomScrollbar({ theme:inset-dark, scrollInertia:300, mouseWheel:{ enable: true } }); }); })(jQuery);/script>div classnews styleheight:400px;width:100%;font:22px/24px;font-family: cambria;> div classtable-responsive stylemax-height: 30vw> table classtable table-sm table-borderless> tbody> tr>th scoperow stylewidth: 100px>June 2024/th> !-- th scoperow >Oct 2023/th> --> td> Invited for a talk at a hrefhttps://www.uni-saarland.de/en/home.html>Saarland University/a> on The lack of reasoning ability in LLMs, the promise of Neurosymbolic NLP, and the pitfalls of both (Host: a hrefhttps://www.mhahn.info/>Dr. Michael Hahn/a>). /td> tr>th scoperow stylewidth: 100px>June 2024/th> !-- th scoperow >Oct 2023/th> --> td> Invited for a talk at the Probability for AI-ML-NLP series, IIT Bombay (Host: Dr. Pushpak Bhattacharya). /td> tr>th scoperow stylewidth: 100px>May 2024/th> !-- th scoperow >Oct 2023/th> --> td> Invited for a talk at UKP Day (Host: a hrefhttps://www.informatik.tu-darmstadt.de/ukp/ukp_home/head_ukp/index.en.jsp>Dr. Iryna Gurevych/a>). /td> tr>th scoperow stylewidth: 100px>May 2024/th> !-- th scoperow >Oct 2023/th> --> td> TU Darmstadt: Visiting UKP Lab, TU Darmstadt for the summer (Host: a hrefhttps://www.informatik.tu-darmstadt.de/ukp/ukp_home/head_ukp/index.en.jsp>Dr. Iryna Gurevych/a>). /td> tr>th scoperow stylewidth: 100px>Mar 2024/th> !-- th scoperow >Oct 2023/th> --> td> i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> NAACL 2024: Long Paper accepted in Main Track about Tool-Augmented LLMs and Mathematical Reasoning a hrefhttps://arxiv.org/pdf/2402.17231.pdf>MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning/a> with Debrup Das, Debopriyo Banerjee, and Ashish Kulkarni. A shorter draft previously also published in ICLR 2024 ME-FOMO Workshop. /td> tr>th scoperow stylewidth: 100px>Feb 2024/th> !-- th scoperow >Oct 2023/th> --> td> em>Tr/em>$^2$AIL Lab: em>Tr/em>$^2$AILer a hrefauthors/atharva>Atharva Naik/a> received PhD offers from CMU, USC, UMass Amherst and Cornell. /td> /tr> tr>th scoperow stylewidth: 100px>Feb 2024/th> !-- th scoperow >Oct 2023/th> --> td> em>Tr/em>$^2$AIL Lab: em>Tr/em>$^2$AILer a hrefauthors/debrupd>Debrup Das/a> received PhD offers from UIUC and UM Amherst. /td> /tr> tr>th scoperow stylewidth: 100px>Feb 2024/th> !-- th scoperow >Oct 2023/th> --> td> ECAI 2024: Serving as an SPC member. /td> /tr> tr>th scoperow stylewidth: 100px>Feb 2024/th> !-- th scoperow >Oct 2023/th> --> td> i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> LREC-COLING 2024: 1 Paper accepted about Jailbreaks and LLMs a hrefhttps://arxiv.org/abs/2305.14965>Tricking LLMs into Disobedience: Understanding, Analyzing, and Preventing Jailbreaks/a> with Abinav, Atharva, Sachin and Monojit. /td> /tr> tr>th scoperow stylewidth: 100px>Jan 2024/th> !-- th scoperow >Oct 2023/th> --> td> Google Research @Week: Spent a wonderful time at Google Research India with stalwarts from the Indian AI community. Check out posts by Jeff Dean on a hrefhttps://x.com/somakaditya/status/1752991472914518415?s20>Twitter/a>. /td> /tr> tr>th scoperow stylewidth: 100px>Jan 2024/th> !-- th scoperow >Oct 2023/th> --> td> i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> Preprints: Two new preprints released on numeric and conditional reasoning: 1) a hrefhttps://arxiv.org/pdf/2401.09395.pdf>STUCK IN THE QUICKSAND OF NUMERACY, FAR FROM AGI SUMMIT: EVALUATING LLMS’ MATHEMATICAL COMPETENCY THROUGH ONTOLOGY-GUIDED PERTURBATIONS/a> with SUTD, University of Michigan and 2) a hrefhttps://arxiv.org/pdf/2401.10065.pdf>Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs/a> with UKP Lab, TU Dramstadt, Queens University. /td> /tr> tr>th scoperow stylewidth: 100px>Dec 2023/th> !-- th scoperow >Oct 2023/th> --> td> Microsoft: Thanks Microsoft for awarding additional Azure grant of USD 20000 under the Accelerate Foundation Models Academic Research initiative. /td> /tr> tr>th scoperow stylewidth: 100px>Nov 2023/th> !-- th scoperow >Oct 2023/th> --> td> CoLM 2023: Invited as Area Chair in the new a hrefhttps://colmweb.org/index.html>Conference on Langugage Models/a>! Please submit your papers. /td> /tr> tr>th scoperow stylewidth: 100px>Dec 2023/th> !-- th scoperow >Oct 2023/th> --> td> Microsoft: Thanks Microsoft for awarding additional Azure grant of USD 20000 under the Accelerate Foundation Models Academic Research initiative. /td> /tr> tr>th scoperow stylewidth: 100px>Nov 2023/th> !-- th scoperow >Oct 2023/th> --> td> CoLM 2023: Invited as Area Chair in the new a hrefhttps://colmweb.org/index.html>Conference on Langugage Models/a>! Please submit your papers. /td> /tr> tr>th scoperow stylewidth: 100px>Nov 2023/th> !-- th scoperow >Oct 2023/th> --> td> em>Tr/em>$^2$AIL Lab: em>Tr/em>$^2$AILer a hrefauthors/sachin>Sachin Vashishtha/a> won the PMRF scholarship for 2023! Congratulations Sachin! /td> /tr> tr>th scoperow stylewidth: 100px>Nov 2023/th> !-- th scoperow >Oct 2023/th> --> td> em>Tr/em>$^2$AIL Lab: em>Tr/em>$^2$AILer and MTech student a hrefauthors/debrupd>Debrup Das/a>s internship with Rakuten India got extended for the second time. He is working now for 8 months funded by Rakuten! Congratulations Debrup!! /td> /tr> tr>th scoperow stylewidth: 100px>Sep 2023/th> !-- th scoperow >Oct 2023/th> --> td> i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> AACL-IJCNLP 2023: Two Long papers accepted in Main Conference: 1) SYNC: A Structurally guided Hard Negative Curricula for Efficient Neural Code Search (with Atharva Naik, Soumitra Das, Jyothi Vedurada), 2) Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction (with Deepanway Ghosal, Monojit Choudhury). Stay tuned for code and preprints! /td> /tr> tr>th scoperow stylewidth: 100px>Aug 2023/th> !-- th scoperow >Oct 2023/th> --> td> i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> LREV 2023: LREV Journal on Logical NLI dataset accepted with Ishan Tarunesh and Monojit Choudhury (Updated preprint soon). /td> /tr> tr>th scoperow stylewidth: 100px>Jun 2023/th> !-- th scoperow >Oct 2023/th> --> td> EMNLP 2023: Invited as an Area Chair. /td> /tr> tr>th scoperow stylewidth: 100px>Jun 2023/th> !-- th scoperow >Oct 2023/th> --> td> AAAI 2024: Invited as a Senior PC member for the second time. /td> /tr> tr>th scoperow stylewidth: 100px>May 2023/th> !-- th scoperow >Oct 2023/th> --> td> Microsoft: Received the Accelerate Foundation Models Academic Research 2023 by Microsoft jointly with Prof. Animesh Mukherjee. This comes with large Azure credits and OpenAI API access. /td> /tr> tr>th scoperow stylewidth: 100px>May 2023/th> !-- th scoperow >Oct 2023/th> --> td> i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> ACL 2023: Our work on A Robust Information-Masking Approach for Domain Counterfactual Generation with Prof. Soujanya Poria, Pengfei Hong, Rishabh Bhardwaj, and Navonil Majumdar. Full credit goes to my co-authors!!! /td> /tr> tr>th scoperow stylewidth: 100px>Apr 2023/th> !-- th scoperow >Oct 2023/th> --> td> Ashoka: I was invited to give a talk at a hrefhttps://www.ashoka.edu.in/>Ashoka University/a> for the AI@Ashoka Workshop. The talk slides are available here: a hrefhttps://drive.google.com/file/d/1tvuSEBKxe87Vl1LGfFc5RZpXi1I2xcc-/view?uspsharing>AI Progress & Hype under the lens of Reasoning (PDF 14.0 MB size)/a>. /td> /tr> tr>th scoperow stylewidth: 100px>Mar 2023/th> !-- th scoperow >Oct 2023/th> --> td> CS60092 COURSE UPDATE: Recording of GUEST LECTURE BY a hrefhttps://anikem.github.io/>Dr. Anirudh Kembhavi/a>, Director of Computer Vision at a hrefhttps://allenai.org/>Allen Institute for AI (AI2)/a> is available a hrefhttp://shorturl.at/gizQZ>here/a>. /td> /tr> tr>th scoperow stylewidth: 100px>Jan 2023/th> !-- th scoperow >Oct 2023/th> --> td> Toloka AI Grant: Received the Toloka AI Annotation Grant of USD 300 for data creation in the Toloka AI platform. Thanks Toloka AI! /td> /tr> tr>th scoperow stylewidth: 100px>Jan 2023/th> !-- th scoperow >Oct 2023/th> --> td> IIT KGP FSRG: Received the FSRG Grant aproval from IIT Kharagpur on The Role of Feedback in Vision-Language enabled Embodied Agents towards Application to Disaster Management! /td> /tr> tr>th scoperow stylewidth: 100px>Jan 2023/th> !-- th scoperow >Oct 2023/th> --> td> USPTO: Second patent granted (filed during Adobe Research) on Marketing Knowledge Graph Creation! Congratulations to my co-author (/co-inventor) Dr. Atanu Sinha! /td> /tr> tr>th scoperow stylewidth: 100px>Dec 2022/th> !-- th scoperow >Oct 2023/th> --> td> IndoML 2022: My invited talk on The Relevance of Representation and Reasoning in the era of (Large) Language Models is available a hrefhttps://youtu.be/0US3NMdorPQ?t5226>here/a>. /td> /tr> tr>th scoperow stylewidth: 100px>Sep 2022/th> !-- th scoperow >Oct 2023/th> --> td> i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> AACL-IJCNLP 2022: Two papers accepted. Multilingual CheckList: Generation and Evaluation in AACL Findings and Vector Space Interpolation for Query Expansion as a short paper. Kudos to the all my co-authors! em> Stay tuned for preprints. /em> /td> /tr> tr>th scoperow stylewidth: 100px>Sep 2022/th> !-- th scoperow >Oct 2023/th> --> td> SERB DST: Startup Research Grant on em>Learning from Rules and Data for Image Analytics/em> got Approved! /td> /tr> tr>th scoperow stylewidth: 100px>Aug 2022/th> !-- th scoperow >Oct 2023/th> --> td> New Prerpint: a hrefhttps://arxiv.org/abs/2208.14641>Generating Intermediate Steps for NLI with Next-Step Supervision/a>. We show how intermediate steps/proof tree can help. The work is under review. Code and website to be public soon. /td> /tr> tr>th scoperow stylewidth: 100px>Jul 2022/th> !-- th scoperow >Oct 2023/th> --> td> AAAI 2023: Honored to be serving as a Senior PC member for AAAI 2023! /td> /tr> tr>th scoperow stylewidth: 100px>Apr 2022/th> !-- th scoperow >Oct 2023/th> --> td> IIT KGP: I was promoted to Assistant Professor Grade-I (effective from Nov 29, 2021). /td> /tr> tr>th scoperow stylewidth: 100px>Feb 2022/th> td> Rakuten Institute of Technology: Invited Talk on Evolution of Representation and Reasoning in the era of Deep Learning. /td> /tr> tr>th scoperow stylewidth: 100px>Jan 2022/th> !-- th scoperow >Oct 2023/th> --> td> Google India: USD 5K Google Cloud Credits Award. /td> /tr> tr>th scoperow stylewidth: 100px>Dec 2021/th> !-- th scoperow >Oct 2023/th> --> td> MSR India SNLP Group: Invited End-of-Postdoc Talk. /td> /tr> tr>th scoperow stylewidth: 100px>Nov 2021/th> !-- th scoperow >Oct 2023/th> --> td> span classblink stylecolor:red>IIT KGP: Joined IIT KGP CSE as Assistant Professor./span> /td> /tr> tr>th scoperow stylewidth: 100px>Oct 2021/th> !-- th scoperow >Oct 2023/th> --> td> i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> AAAI 2022 (Demo): em>LITMUS Predictor: An AI Assistant for Building Reliable, High-performing and Fair Multilingual NLP Systems/em> accepted in AAAI 2022 Demonstrations track (joint work with the Speech and NLP group at MSR India). /td> /tr> tr>th scoperow stylewidth: 100px>Oct 2021/th> !-- th scoperow >Oct 2023/th> --> td> EMNLP 2021 (MRL Workshop): a hrefhttps://github.com/microsoft/TaxiXNLI>TaxiXNLI/a> dataset released publicly! /td> /tr> tr>th scoperow stylewidth: 100px>Sep 2021/th> !-- th scoperow >Oct 2023/th> --> td> EMNLP 2021 (MRL workshop): Work on Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance accepted, with co-authors Karthikeyan K, Aalok Sathe and Monojit Choudhury. /td> /tr> tr>th scoperow stylewidth: 100px>Aug 2021/th> !-- th scoperow >Oct 2023/th> --> td> IndoML 2021: Invited to be a part of the organizing committee (specifically a hrefhttp://indoml.in/>datathon@IndoML/a>). See a hrefhttps://labs.iitgn.ac.in/datascience/indoml/>IndoML 2020/a> for reference. /td> /tr> tr>th scoperow stylewidth: 100px>Aug 2021/th> !-- th scoperow >Oct 2023/th> --> td> NeurIPS-2021 MathAI4ED: Invited as a PC member. /td> /tr> tr>th scoperow stylewidth: 100px>Aug 2021/th> !-- th scoperow >Oct 2023/th> --> td> Invited Lecture at a hrefhttps://edu.ieee.org/in-acsir/ieee-sps/#1625137355153-2c7ec800-1f0f>IEEE SPS Deep Learning Summer School/a> on The Interplay between Deep Learning, Logic, and Reasoning. /td> /tr> tr>th scoperow stylewidth: 100px>Jun 2021/th> !-- th scoperow >Oct 2023/th> --> td> CIKM 2021: Workshop CfP for a hrefhttps://sites.google.com/view/kinn2021/>Knowledge Injection in Neural Networks/a> is now public! Please consider submitting!! /td> /tr> tr>th scoperow stylewidth: 100px>Jun 2021/th> !-- th scoperow >Oct 2023/th> --> td> Seminar at IIT-Hyderabad CSE on Explicit Knowledge and Reasoning in the era of Deep Learning. /td> /tr> tr>th scoperow stylewidth: 100px>May 2021/th> !-- th scoperow >Oct 2023/th> --> td> Seminar at IIT-Kharagpur CSE on Explicit Knowledge and Reasoning in the era of Deep Learning. /td> /tr> tr>th scoperow stylewidth: 100px>May 2021/th> !-- th scoperow >Oct 2023/th> --> td> Seminar at IIT-Kharagpur Center for AI on Explicit Knowledge and Reasoning in the era of Deep Learning. /td> /tr> tr>th scoperow stylewidth: 100px>Mar 2021/th> !-- th scoperow >Oct 2023/th> --> td> ICLR 2021 a hrefhttps://mathai-iclr.github.io/>(MathAI workshop)/a>: Work on Analyzing The Nuances of Transformers Polynomial Simplification Abilities accepted, with co-authors Vishesh Agarwal, and Navin Goyal. /td> /tr> tr>th scoperow stylewidth: 100px>Mar 2021/th> !-- th scoperow >Oct 2023/th> --> td> IJCAI 2021: Workshop CfP for a hrefhttps://nsnli.github.io>Is Neuro-symbolic SOTA still a myth for NLI/a> is now public! Please consider submitting!! /td> /tr> tr>th scoperow stylewidth: 100px>Mar 2021/th> !-- th scoperow >Oct 2023/th> --> td> IJCAI 2021: Workshop proposoal on Is Neuro-symbolic SOTA still a myth for NLI accepted with co-organizers a hrefhttps://researcher.watson.ibm.com/researcher/view.php?personibm-Maria.Chang>Maria Chang/a>, a hrefhttps://www.cs.utexas.edu/people/faculty-researchers/swarat-chaudhuri>Swarat Chaudhuri/a>, a hrefhttps://www.microsoft.com/en-us/research/people/monojitc/>Monojit Choudhury/a>, and a hrefhttps://sebdumancic.github.io/>Sebastijan Dumancic/a>. /td> /tr> tr>th scoperow stylewidth: 100px>Mar 2021/th> !-- th scoperow >Oct 2023/th> --> td> ICLR 2021 a hrefhttps://mathai-iclr.github.io/>(MathAI workshop)/a>: Invited as PC member. /td> /tr> tr>th scoperow stylewidth: 100px>Dec 2020/th> !-- th scoperow >Oct 2023/th> --> td> ACL-IJCNLP-2021: Invited as PC member. /td> /tr> tr>th scoperow stylewidth: 100px>Nov 2020/th> !-- th scoperow >Oct 2023/th> --> td> CoNLL 2020: Our pre-recorded a hrefhttps://slideslive.com/38939466/taxinli-taking-a-ride-up-the-nlu-hill>talk/a> on TaxiNLI is online. Hope you enjoy (modulo my lack of expressions :))! /td> /tr> tr>th scoperow stylewidth: 100px>Oct 2020/th> !-- th scoperow >Oct 2023/th> --> td> NAACL-2021: Invited as PC Member. /td> /tr> tr>th scoperow stylewidth: 100px>Sep 2020/th> !-- th scoperow >Oct 2023/th> --> td> CoNLL-2020: a hrefhttps://arxiv.org/abs/2009.14505>TaxiNLI: Taking a ride up the NLU Hill/a> accepted at CoNLL. /td> /tr> tr>th scoperow stylewidth: 100px>Aug 2020/th> !-- th scoperow >Oct 2023/th> --> td> EACL-2021: Invited as PC Member. /td> /tr> /tbody> /table> /div> /div>!-- div classmCustomScrollbar data-mcs-themeinset-dark styleheight:300px;width:100%;font:22px/24px;font-family: cambria; overflow:auto;> -->!-- i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Feb 2024/span> em>Tr/em>$^2$AIL Lab: em>Tr/em>$^2$AILer a hrefauthors/atharva>Atharva Naik/a> received PhD offers from CMU, USC, UMass Amherst and Cornell.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Feb 2024/span> em>Tr/em>$^2$AIL Lab: em>Tr/em>$^2$AILer a hrefauthors/debrupd>Debrup Das/a> received PhD offers from UIUC and UM Amherst.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Feb 2024/span> ECAI 2024: Serving as an SPC member. br/>i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> span stylefont-weight: bold;>Feb 2024/span> LREC-COLING 2024: 1 Paper accepted about Jailbreaks and LLMs a hrefhttps://arxiv.org/abs/2305.14965>Tricking LLMs into Disobedience: Understanding, Analyzing, and Preventing Jailbreaks/a> with Abinav, Atharva, Sachin and Monojit.br/> -->!-- i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Jan 2024/span> Google Research @Week: Spent a wonderful time at Google Research India with stalwarts from the Indian AI community. Check out posts by Jeff Dean on a hrefhttps://x.com/somakaditya/status/1752991472914518415?s20>Twitter/a>.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Jan 2024/span> Preprints: Two new preprints released on numeric and conditional reasoning: 1) a hrefhttps://arxiv.org/pdf/2401.09395.pdf>STUCK IN THE QUICKSAND OF NUMERACY, FAR FROM AGI SUMMIT: EVALUATING LLMS’ MATHEMATICAL COMPETENCY THROUGH ONTOLOGY-GUIDED PERTURBATIONS/a> with SUTD, University of Michigan and 2) a hrefhttps://arxiv.org/pdf/2401.10065.pdf>Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs/a> with UKP Lab, TU Dramstadt, Queens University.br/> -->!-- i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Dec 2023/span> Microsoft: Thanks Microsoft for awarding additional Azure grant of USD 20000 under the Accelerate Foundation Models Academic Research initiative.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i>Nov 2023/span> CoLM 2023: Invited as Area Chair in the new a hrefhttps://colmweb.org/index.html>Conference on Langugage Models/a>! Please submit your papers.br/> -->!-- i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> span stylefont-weight: bold;>Nov 2023/span> em>Tr/em>$^2$AIL Lab: em>Tr/em>$^2$AILer a hrefauthors/sachin>Sachin Vashishtha/a> won the PMRF scholarship for 2023! Congratulations Sachin!br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Nov 2023/span> em>Tr/em>$^2$AIL Lab: em>Tr/em>$^2$AILer and MTech student a hrefauthors/sachin>Debrup Das/a>s internship with Rakuten India got extended for the second time. He is working now for 8 months funded by Rakuten! Congratulations Debrup!!br/> -->!-- i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> span stylefont-weight: bold;>Sep 2023/span> AACL-IJCNLP 2023: Two Long papers accepted in Main Conference: 1) SYNC: A Structurally guided Hard Negative Curricula for Efficient Neural Code Search (with Atharva Naik, Soumitra Das, Jyothi Vedurada), 2) Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction (with Deepanway Ghosal, Monojit Choudhury). Stay tuned for code and preprints!br/>i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> span stylefont-weight: bold;>Aug 2023/span> LREV 2023: LREV Journal on Logical NLI dataset accepted with Ishan Tarunesh and Monojit Choudhury (Updated preprint soon).br/> -->!-- i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Jul 2023/span> CS60050: NO DIRECT EMAILS FOR COURSE REGISTRATION WILL BE ENTERTAINED. They may be spammed or even reported.br/> -->!-- i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Jun 2023/span> EMNLP 2023: Invited as an Area Chair.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Jun 2023/span> AAAI 2024: Invited as a Senior PC member for the second time. br/> -->!-- i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> span stylefont-weight: bold;>May 2023/span> Microsoft: Received the Accelerate Foundation Models Academic Research 2023 by Microsoft jointly with Prof. Animesh Mukherjee. This comes with large Azure credits and OpenAI API access. br/>i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> span stylefont-weight: bold;>May 2023/span> ACL 2023: Our work on A Robust Information-Masking Approach for Domain Counterfactual Generation with Prof. Soujanya Poria, Pengfei Hong, Rishabh Bhardwaj, and Navonil Majumdar. Full credit goes to my co-authors!!!br/> -->!-- i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Apr 2023/span> Ashoka: I was invited to give a talk at a hrefhttps://www.ashoka.edu.in/>Ashoka University/a> for the AI@Ashoka Workshop. The talk slides are available here: a hrefhttps://drive.google.com/file/d/1tvuSEBKxe87Vl1LGfFc5RZpXi1I2xcc-/view?uspsharing>AI Progress & Hype under the lens of Reasoning (PDF 14.0 MB size)/a>.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Mar 2023/span> CS60092 COURSE UPDATE: Recording of GUEST LECTURE BY a hrefhttps://anikem.github.io/>Dr. Anirudh Kembhavi/a>, Director of Computer Vision at a hrefhttps://allenai.org/>Allen Institute for AI (AI2)/a> is available a hrefhttp://shorturl.at/gizQZ>here/a>.br/> -->!-- i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Jan 2023/span> Toloka AI Grant: Received the Toloka AI Annotation Grant of USD 300 for data creation in the Toloka AI platform. Thanks Toloka AI!br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Jan 2023/span> IIT KGP FSRG: Received the FSRG Grant aproval from IIT Kharagpur on The Role of Feedback in Vision-Language enabled Embodied Agents towards Application to Disaster Management!br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Jan 2023/span> USPTO: Second patent granted (filed during Adobe Research) on Marketing Knowledge Graph Creation! Congratulations to my co-author (/co-inventor) Dr. Atanu Sinha!br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Jan 2023/span> CS60092 COURSE UPDATE: span stylecolor: red>INVITED GUEST LECTURE/span> BY a hrefhttps://anikem.github.io/>Dr. Anirudh Kembhavi/a>, Director of Computer Vision at a hrefhttps://allenai.org/>Allen Institute for AI (AI2)/a> on MARCH 13, MONDAY confirmed!!br/> -->!-- i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Dec 2022/span> IndoML 2022: My invited talk on The Relevance of Representation and Reasoning in the era of (Large) Language Models is available a hrefhttps://youtu.be/0US3NMdorPQ?t5226>here/a>.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Sep 2022/span> AACL-IJCNLP 2022: Two papers accepted. Multilingual CheckList: Generation and Evaluation in AACL Findings and Vector Space Interpolation for Query Expansion as a short paper. Kudos to the all my co-authors! em> Stay tuned for preprints. /em> br/> -->!-- i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Sep 2022/span> SERB DST: Startup Research Grant on em>Learning from Rules and Data for Image Analytics/em> got Approved!br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Aug 2022/span> New Prerpint: a hrefhttps://arxiv.org/abs/2208.14641>Generating Intermediate Steps for NLI with Next-Step Supervision/a>. We show how intermediate steps/proof tree can help. The work is under review. Code and website to be public soon.br/> -->!-- i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Jul 2022/span> AAAI 2023: Honored to be serving as a Senior PC member for AAAI 2023!br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Apr 2022/span> I was promoted to Assistant Professor Grade-I (effective from Nov 29, 2021). br/> -->!-- i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Feb 2022/span> Rakuten Institute of Technology: Invited Talk on Evolution of Representation and Reasoning in the era of Deep Learning. br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Jan 2022/span> Google India: USD 5K Google Cloud Credits Award. br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Dec 2021/span> MSR India SNLP Group: Invited End-of-Postdoc Talk./span>. br/>span classblink stylecolor:red>i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> span stylefont-weight: bold;>Nov 2021/span> IIT KGP: Joined IIT KGP as Assistant Professor/span>. br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Oct 2021/span> AAAI 2022 (Demo): em>LITMUS Predictor: An AI Assistant for Building Reliable, High-performing and Fair Multilingual NLP Systems/em> accepted in AAAI 2022 Demonstrations track (joint work with the Speech and NLP group at MSR India). br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Oct 2021/span> IndoML 2021: a hrefhttps://indoml.in/> IndoML Datathon/a> registration is open for students. Lucrative cash prize, and a series of exciting talks by thought leaders in ML/NLP awaits you! So go forth and a hrefhttps://docs.google.com/forms/d/e/1FAIpQLSd5qftS0eyfIH3QGk3YTwCmMHX7uLVDrk4Q7uz4fQ08nIc_Qw/viewform>register/a>.br/>i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> span stylefont-weight: bold;>Oct 2021/span> EMNLP 2021 (MRL Workshop): a hrefhttps://github.com/microsoft/TaxiXNLI>TaxiXNLI/a> dataset released publicly!br/>-->!-- i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Sep 2021/span> EMNLP 2021 (MRL workshop): Work on Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance accepted, with co-authors Karthikeyan K, Aalok Sathe and Monojit Choudhury.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Aug 2021/span> MILA Philosophy of NLP Reading Group: Invited as a speaker.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Aug 2021/span> IndoML 2021: Invited to be a part of the organizing committee (specifically a hrefhttp://indoml.in/>datathon@IndoML/a>). See a hrefhttps://labs.iitgn.ac.in/datascience/indoml/>IndoML 2020/a> for reference.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Aug 2021/span> NeurIPS-2021 MathAI4ED: Invited as a PC member.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Aug 2021/span> Invited Lecture at a hrefhttps://edu.ieee.org/in-acsir/ieee-sps/#1625137355153-2c7ec800-1f0f>IEEE SPS Deep Learning Summer School/a> on The Interplay between Deep Learning, Logic, and Reasoningbr/> -->p>!-- i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> span stylefont-weight: bold;>Jun 2021/span> CIKM 2021: Workshop CfP for a hrefhttps://sites.google.com/view/kinn2021/>Knowledge Injection in Neural Networks/a> is now public! Please consider submitting!!br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Jun 2021/span> Seminar at IIT-Hyderabad CSE on Explicit Knowledge and Reasoning in the era of Deep Learningbr/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>May 2021/span> Seminar at IIT-Kharagpur CSE on Explicit Knowledge and Reasoning in the era of Deep Learning.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>May 2021/span> Seminar at IIT-Kharagpur Center for AI on Explicit Knowledge and Reasoning in the era of Deep Learning.br/> -->!-- i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i>span stylefont-weight: bold;>Mar 2021/span> ICLR 2021 a hrefhttps://mathai-iclr.github.io/>(MathAI workshop)/a>: Work on Analyzing The Nuances of Transformers Polynomial Simplification Abilities accepted, with co-authors Vishesh Agarwal, and Navin Goyal. br/>i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> span stylefont-weight: bold;>Mar 2021/span> IJCAI 2021: Workshop CfP for a hrefhttps://nsnli.github.io>Is Neuro-symbolic SOTA still a myth for NLI/a> is now public! Please consider submitting!!br/>i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> span stylefont-weight: bold;>Mar 2021/span> IJCAI 2021: Workshop proposoal on Is Neuro-symbolic SOTA still a myth for NLI accepted with co-organizers a hrefhttps://researcher.watson.ibm.com/researcher/view.php?personibm-Maria.Chang>Maria Chang/a>, a hrefhttps://www.cs.utexas.edu/people/faculty-researchers/swarat-chaudhuri>Swarat Chaudhuri/a>, a hrefhttps://www.microsoft.com/en-us/research/people/monojitc/>Monojit Choudhury/a>, and a hrefhttps://sebdumancic.github.io/>Sebastijan Dumancic/a>.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Mar 2021/span> ICLR 2021 a hrefhttps://mathai-iclr.github.io/>(MathAI workshop)/a>: Invited as PC member.br/> i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Dec 2020/span> ACL-IJCNLP-2021: Invited as PC member.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Nov 2020/span> CoNLL 2020: Our pre-recorded a hrefhttps://slideslive.com/38939466/taxinli-taking-a-ride-up-the-nlu-hill>talk/a> on TaxiNLI is online. Hope you enjoy (modulo my lack of expressions :))!br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Oct 2020/span> NAACL-2021: Invited as PC Member.br/> i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> span stylefont-weight: bold;>Oct 2020/span> CoNLL-2020: a hrefhttps://github.com/microsoft/TaxiNLI>TaxiNLI/a> dataset released publicly!br/> i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Sep 2020/span> CoNLL-2020: a hrefhttps://arxiv.org/abs/2009.14505>TaxiNLI: Taking a ride up the NLU Hill/a> accepted at CoNLL.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Aug 2020/span> EACL-2021: Invited as PC Member.br/> -->!-- i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Mar 2020/span> EMNLP-20: Invited as PC Member. br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Mar 2020/span> LANTERN@COLING-20: Invited as PC Member.br/>i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> span stylefont-weight: bold;>Feb 2020/span> Joined MSR India as a Postdoc Researcher.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Jan 2020/span> ACL-20: Invited as PC Member.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Dec 2019/span> USPTO: Knowledge-sharing between cross-domain Agents work approved internally to be filed..br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Dec 2019/span> AAAI-20: Uncovering Relations for Marketing Knowledge Representation accepted in StarAI workshop full paper.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Dec 2019/span> IJCAI-20: Invited as PC Member.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Oct 2019/span> AAAI-20: Exploratory Navigation and Selective Readoing got accepted as AAAI demo.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Sep 2019/span> Adobe News: Knowledge Graph Research appears in a hrefhttps://research.adobe.com/news/knowledge-graphs-turning-complex-information-into-helpful-answers/>Adobe News/a> !br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Aug 2019/span> AAAI-20: Invited as an AAAI 2020 PC Member!br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Aug 2019/span> IJCAI-19: Invited as an IJCAI DC Career Panelist!br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Aug 2019/span> IJCAI-19: Our work on a hrefhttps://www.ijcai.org/proceedings/2019/0873.pdf>Integrating Knowledge and Reasoning in Image Understanding/a> got accepted in IJCAI 2019 Survey!br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>May 2019/span> USPTO: First patent on Marketing Knowledge Graph Creation approved!br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Nov 2018/span> WACV-19: Our work on Spatial Knowledge Distillation on Visual Reasoning got accepted in WACV 2019!br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Oct 2018/span> KR-19: We had a successful workshop filled with intersting talks from researchers from University of Leeds, IBM Research US, University of Adelaide and Army Research Lab. Theirtalks are avaibale at: a hrefhttps://sites.google.com/view/r2k2018/schedule>/a>.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Aug 2018/span> My doctoral dissertation is now publicly available for download in the a hrefhttps://repository.asu.edu/items/50115>ASU Digital Repostory/a>.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Aug 2018/span> UAI-18: We presented this a hrefhttps://drive.google.com/file/d/1ZwNZDw656IHWb4FLb0pcDltn9rrTHZlg/view?uspsharing>poster/a> for Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving in UAI 2018.br/> i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> span stylefont-weight: bold;>June 2018/span> Successfully defended my thesis. My slides are available on a hrefhttps://www.dropbox.com/s/xzkr2c7r95wgkpq/PhDDefenseTalk2018.pdf?dl0>dropbox/a>.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>June 2018/span> Published the Image Riddles code for public use that was used in UAI-18 work. Visit a hrefhttps://github.com/adityaSomak/ImageRiddleSolving>Github/a>.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>June 2018/span> Published the PSL engine code for public use that was used in AAAI-18 work. Visit a hrefhttps://github.com/adityaSomak/PSLQA>Github/a>.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>May 2018/span> UAI-18: Our paper on Image Riddles is accepted in a hrefhttp://auai.org/uai2018/index.php>UAI 2018/a> (30% acceptance rate).br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>May 2018/span> Invited as a reviewer in Robotics and Autonomus Systems journal.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>May 2018/span> Our a hrefhttps://sites.google.com/view/r2k2018/home>Website/a> for KR-2018 workshop is live! Please consider submitting to the workshop.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Mar 2018/span> We are organizing the first workshop on Induce and Deduce: Integrating learning of representations and models with deductive, explainable reasoning that leverages knowledge in KR 2018 (Phoenix, 27-29 Oct). Website coming soon!br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Mar 2018/span> I am awarded the University Graduate Fellowship for Spring 2018 for the third time. Thank you ASU, CIDSE!br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Feb 2018/span> AAAI-18: Presented our work on Explicit Reasoning over End-to-End Neural Architectures in AAAI 2018.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Jan 2018/span> ASU SW Robotics Symposium-18: Presented our work on Explicit Reasoning over End-to-End Neural Architectures in ASU SouthWest Robotics Symposium. The work was nominated for Best Abstract award.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Dec 2017/span> CVIU-17: Our accepted manuscript in CVIU is now available online: a hrefhttp://www.sciencedirect.com/science/article/pii/S1077314217302291>Image Understanding using Vision and Reasoning through Scene Description Graph/a>br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Dec 2017/span> CVIU-17: Our work Image Understanding using Vision and Reasoning through Scene Description Graph has been accepted in the reputed b>Computer Vision and Image Understanding (CVIU)/b> journal.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Nov 2017/span> Our Work on Explicit Reasoning over End-To-End Neural Architectures has been accepted in b>AAAI 2018 (Acceptance Rate: 24.5%, 933 accepted out of 3.8k)/b>.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Nov 2017/span> a hrefhttp://www.visionandreasoning.wordpress.com>Vision and Reasoning Website/a> is live./b>br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Oct 2017/span> Invited as a reviewer for The Visual Computer journal.br/> i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>July 2017/span> Work on Image Riddles accepted as Extended Abstract on a hrefhttp://www.visionmeetscognition.org/schedule.html>Vision Meets Cognition Workshop, CVPR 2017/a>.br/>i classfa fa-bullhorn stylecolor:red;text-shadow:1px 1px 1px #000;>/i> span stylefont-weight: bold;>May 2017/span> Thesis proposal accepted, and officially advanced to candidacy.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>May 2017/span> Joined JDE, Verisk Analytics as Cognitive Analytics and Machine Learning Research Intern, under Dr. Maneesh Singh, Director, JDE, Cognitive Analytics.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>May 2017/span> Unofficially a Ph.D. Candidate, after successfully defending my proposal on Knowledge and Reasoning in Image Understanding.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>May 2017/span> Invited as a a hrefhttps://ijcai-17.org/program-committee.html>review-assistant for IJCAI 2017/a>.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>March 2017/span> Awarded University Graduate Fellowship for Spring 2017 from ASU, for the third time.br/>i classfas fa-star fa-xs stylecolor:gold;text-shadow:2px 2px 2px #000;vertical-align: middle;>/i> span stylefont-weight: bold;>Feb 2017/span> Attended AAAI-2017 (DC and the main Conference). Great to know that people are interested in Vision and Reasoning approaches. Here is the a hrefhttps://sites.google.com/site/somakaditya86/IJCAI_poster_vertical.pdf>poster/a> I presented at the main conference.br/>/div> -->/p> /div> /div> /div> /section> section idcourses classhome-section wg-portfolio > div classcontainer> div classrow> div classcol-xs-12 col-md-2 section-heading> h1>Courses/h1> /div> div classcol-xs-12 col-md-10> div classisotope projects-container js-layout-masonry > div classproject-card project-item isotope-item > div classcard> div classcard-text> h4>a href/courses/irspring24/ >CS60092 Information Retrieval (Spring 2024)/a>/h4> div classarticle-style> p>Course Page for CS60092/p> /div> /div> /div>/div> div classproject-card project-item isotope-item > div classcard> div classcard-text> h4>a hrefhttps://sites.google.com/view/cs60050-fall-2023/home target_blank relnoopener>CS60050 Machine Learning (Autumn 2023)/a>/h4> div classarticle-style> p>Course Page for CS60050/p> /div> /div> /div>/div> div classproject-card project-item isotope-item > div classcard> div classcard-text> h4>a href/courses/irspring23/ >CS60092 Information Retrieval (Spring 2023)/a>/h4> div classarticle-style> p>Course Page for CS60092/p> /div> /div> /div>/div> div classproject-card project-item isotope-item > div classcard> div classcard-text> h4>a href/courses/irspring22/ >CS60092 Information Retrieval (Spring 2022)/a>/h4> div classarticle-style> p>Course Page for CS60092/p> /div> /div> /div>/div> div classproject-card project-item isotope-item > div classcard> div classcard-text> h4>a href/courses/teachingexp/ >Teaching/Mentoring Experience/a>/h4> div classarticle-style> p>PhD and Post-PhD/p> /div> /div> /div>/div> /div> /div>/div> /div> /section> section idprojects classhome-section wg-portfolio > div classcontainer> div classrow> div classcol-xs-12 col-md-2 section-heading> h1>Projects/h1> /div> div classcol-xs-12 col-md-10> div classisotope projects-container js-layout-masonry > div classproject-card project-item isotope-item js-id-deep-learning js-id-Logic js-id-Probabilistic-Logic js-id-PSL js-id-common-sense> div classcard> div classcard-text> h4>a href/project/neurosymbolic/ >NeuroSymbolic Reasoning/a>/h4> div classarticle-style> p>We investigate how to combine neural networks, logical systems to perform complex reasoning (agnostic of modalities)/p> /div> /div> /div>/div> div classproject-card project-item isotope-item js-id-symbolic js-id-ATP js-id-transformers js-id-logic js-id-deep-learning> div classcard> div classcard-text> h4>a href/project/symbolicmath/ >Mathematical Reasoning/a>/h4> div classarticle-style> p>We explore multi-hop reasoning capabilities of Transformer/GNN methods in purely symbolic domains./p> /div> /div> /div>/div> div classproject-card project-item isotope-item js-id-deep-learning js-id-Logic js-id-NLP js-id-common-sense js-id-Semantic-Parsing js-id-Knowledge-Acqusition> div classcard> div classcard-text> h4>a href/project/nlp/ >Reasoning in NLP/a>/h4> div classarticle-style> p>We investigate how to evaluate, explain and enhance neural models under the lens of reasoning./p> /div> /div> /div>/div> div classproject-card project-item isotope-item js-id-deep-learning js-id-soft-logic js-id-Vision-and-Language js-id-Vision js-id-Language js-id-common-sense> div classcard> div classcard-text> h4>a href/project/vision/ >Vision and Reasoning/a>/h4> div classarticle-style> p>In this project, we explore how reasoning with knowledge enhance image understanding./p> /div> /div> /div>/div> /div> /div>/div> /div> /section> section idcontact classhome-section wg-contact > div classcontainer> div classrow contact-widget> div classcol-12 col-lg-2 section-heading> h1>Contact/h1> /div> div classcol-12 col-lg-10> ul classfa-ul> li> i classfa-li fas fa-envelope fa-2x aria-hiddentrue>/i> span idperson-email>a hrefmailto:saditya@cse.iitkgp.ac.in>saditya@cse.iitkgp.ac.in/a>/span> /li> li> i classfa-li fas fa-map-marker fa-2x aria-hiddentrue>/i> span idperson-address>Department of CSE, IIT Kharagpur, Kharagpur, WB, 721302, India/span> /li> li> i classfa-li fab fa-twitter fa-2x aria-hiddentrue>/i> a hrefhttps://twitter.com/Twitter target_blank relnoopener>DM Me/a> /li> /ul> /div>/div> /div> /section> script src/js/mathjax-config.js>/script> script srchttps://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js integritysha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo crossoriginanonymous>/script> script srchttps://cdnjs.cloudflare.com/ajax/libs/jquery.imagesloaded/4.1.4/imagesloaded.pkgd.min.js integritysha256-lqvxZrPLtfffUl2G/e7szqSvPBILGbwmsGE1MKlOi0Q crossoriginanonymous>/script> script srchttps://cdnjs.cloudflare.com/ajax/libs/jquery.isotope/3.0.6/isotope.pkgd.min.js integritysha256-CBrpuqrMhXwcLLUd5tvQ4euBHCdh7wGlDfNz8vbu/iI crossoriginanonymous>/script> script srchttps://cdnjs.cloudflare.com/ajax/libs/fancybox/3.2.5/jquery.fancybox.min.js integritysha256-X5PoE3KU5l+JcX+w09p/wHl9AzK333C4hJ2I9S5mD4M crossoriginanonymous>/script> script 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