Dr. Partha Pakray

Partha Pakray
Dr. Partha Pakray
Email:
 partha@cse.nits.ac.in / parthapakray@gmail.com

ACADEMIC QUALIFICATIONS

  • B.E. (Computer Science & Engineering) – Jalpaiguri Govt. Engineering College
  • M.E. (Computer Science & Engineering) – Jadavpur University
  • Ph.D. (Computer Science & Engineering) – Jadavpur University                                                                                                            

TEACHING EXPERIENCE

  • Assistant Professor, National Institute of Technology Silchar (Govt. of India), Regular Position  (Aug, 2018 – now)
  • Assistant Professor, National Institute of Technology Mizoram (Govt. of India), Regular Position  (2015-2018)

ADMINISTRATIVE EXPERIENCE

  • DPC Member, Computer Center, NIT Silchar
  • IEDC NITS Screening Committee member, Institute Level, Feb 2020
  • Coordinator – CSE Dept. , Student Research Convention Anveshan 2.0
  • NIRF 2020 Committee, NIT Silchar
  • Convocation Committee, NIT Silchar, 2019
  • Department Undergraduate Program Committee (DUPC) Member, NIT Silchar
  • NBA Co-coordinator, NIT Silchar
  • Nodal Officer MIS under TEQIP-III , NIT Silchar
  • ERP Implementation Committee Member, NIT Silchar
  • Dy. Nodal Officer, Deemed University Examination – AICTE , NIT Silchar
  • Jt. Secretary, Officers Club, NIT Silchar
  • QS world university ranking member – institute level, NIT Silchar
  • Convener, Tender Opening and evaluation committee of purchasing various items, NIT Silchar
  • Head of the Department, Dept of Computer Science & Engineering, National Institute of Technology Mizoram (Govt. of India), (Feb, 2015 – June, 2018)
  • International Co-operation Officer,  National Institute of Technology Mizoram (Aug, 2015 – June, 2018)
  • Nodal Officer, Digital India at NIT Mizoram. Organized Digital India Event at NIT Mizoram on July 24, 2015. Media Coverage (Mizo Daily Newspaper): http://www.vanglaini.org/tualchhung/39766                                                                                            

RESEARCH EXPERIENCE & POST DOCTORAL 

  • Guest Researcher, University of Bremen, Germany – Sponsored by DST-DAAD (Govt. of India)
  • Post Doc Fellow, Masaryk University, Czech Republic – Sponsred by ERCIM & MU (European Union)
  • Post Doc Fellow, Norwegian University of Science o& Technology, Norway – Sponsored by ERCIM (European Union)
  • Research Intern, Xerox Research Centre Europe, France – Sponsored by XRCE, France
  • Researcher, CIC-IPN, Mexico – Sponsored by DST-CONACYT (Govt. of India)

AREA OF INTEREST AND SPECIALISATION (INCLUDING RESEARCH AREA)

 

  • Natural Language Processing
  • Machine Translation
  • Semantic Textual Similarity
  • Text Entailment
  • Question Answering
  • Machine Learning
  • Deep Learning
  • Machine Intelligence 
  • Information Retrieval

Research Participation:

1. Participated in Shared Task: Similar Language Translation, ACL 2019: Fourth Conference On Machine Translation (WMT19), August 1-2, 2019 Florence, Italy – Our Team: NITS-CNLP achieved Best Result for Nepali-Hindi language pair.  This system is based on Neural Machine Translation. Here is the result: WMT-2019

2. Participation in Shared Task: WAT 2019 The 6th Workshop on Asian Translation – “Multi-Modal Translation Task”, Evaluation Week: Aug 03-10, 2019, and November 3-4, 2019: WAT2019 takes place. Our Team name: 683. Result Here. Thanks to team members.

3. Participated in “COVID19 Global Forecasting (Week 1) Forecast daily COVID-19 spread in regions around world”, Leader Board: https://www.kaggle.com/c/covid19-global-forecasting-week-1/leaderboard Team Name: CoronaFootmark

 


SUBJECTS TAUGHT (INCLUDING SUBJECTS CURRENTLY TEACHING)

  • Natural Language Processing
  • Artificial Intelligence
  • Database Management System
  • Machine Learning
  • Software Engineering

New Course/ Lab introduced for Core Course/ Elective:

  • Introduction to GPU Programming
  • Introduction to Blockchain
  • Introduction to Parallel Computing
  • Software Engineering Laboratory

Subject Teaching/ Taught:

Sl No     Subject Name Semester Duration Status
1 Artificial Intelligence 7th Semester (BTech) Odd Semester, 2018 Completed, NIT Silchar
2 Natural Language Processing (CS1436) 7th Semester (BTech),1st Semester (MTech),1st Semester (PhD coursework) Odd Semester, 2018 Completed, NIT Silchar
3 Database Management System (CS1307) 6th Semester (BTech) Even Semester, 2019 Completed, NIT Silchar
4 Software Engineering (CS1308) 6th Semester (BTech) Even Semester, 2019 Completed, NIT Silchar
5 Introduction to Programming (CS101) 1st Semester (BTech) Odd Semester, 2019 Completed, NIT Silchar
6 Software Engineering(CS 1308) 6th Semester (BTech), Section: A & B, Credit: 8Online Class – through app Even Semester, 2020 Ongoing, NIT Silchar
7 Artificial Intelligence (CSL 1701) 6th Semester (CSE), PhD Course Work, Credit: 6Online Class – through app Even Semester, 2020 Completed, NIT Mizoram
8 Introduction to Programming (CS 101) Backlog Students – Summer TermOnline Class – through app Summer Semester (June-July, 2020) Ongoing, NIT Silchar

CERTIFICATION Course


STUDENT GUIDANCE

PhD (guiding students of NIT Silchar, other NITs  and Universities)  

PhD: 01 (Completed), 05 (Ongoing)

NIT Silchar PhD Students:

  • Pankaj Kundan Dadure, Formula Retrieval, Supervisor, 2019-
  • Sahinur Rahman Laskar, Machine Translation, Supervisor, 2019-
  • Rohit Pratap Singh, Caption Generation from Image, 2019 -

Other institute PhD Students:

  • Sunita Warji, POS tagging for Khasi Language, Jt. Supervisor, 2017 –  now (North-Eastern Hill University, Shillong)
  • Morrel V.L Nunsanga, Analysis of POS tagging for Mizo Language, Jt. Supervisor, 2018 – now (Mizoram University)
  • Sandeep Kumar Dash, Spatial Information Extraction from Text Using Image, 2015- now (National Institute of Technology, Mizoram)
  • Goutam Majumder, Deep Interpretable Semantic Textual Similarity (DeepiSTS), 2015- now (National Institute of Technology, Mizoram)

 

Looking for PhD Student in the Domain of Natural Language Processing like Healthcare domain ChatBot, Text Summarization, Music Generation, Machine Translation, Fake News Detection, Cooking Recipe Identification etc. : See the NIT Silchar website: Click here

MTech (PG)

  • Mr. Vikrant Rajput, M.Tech Thesis Title “Multi-Input Neural Abstractive Text Summarization with Multi-Objective”, July, 2019 – June, 2020 (Completed
  • Mr. Gebreerufael Wondie, July, 2020 -

BTech (UG)

  • Abdullah Khilji, Utkarsh Singh, Pintu Singh, Adnan Ali: July, 2020 - 
  • Abdullah Khilji, BTech 6th Semenster, TeamHealthcareAI
  • Abinash Dutta and Manish Kumar, Puja Jain and Sharath  Chandra Punna, DeNImaC: Deep Neural Image Captioning. (July, 2019- June, 2020) (Completed)
  • Mr. Nayan Jyoti Bayan, Mr. Sandeep Sarmah, Mr. Prantik Sarmah, Mr. Samannay Mahanta. BTech Thesis Entitled: “Machine Translation from Assamese to English based on Statistical and Neural Networks”, BTech (CSE) 7th Semester at NIT Silchar, (2018 – 2019). (Completed)
  • Mr. Jereemi Benthem, BTech Thesis Entitled: “Machine Translation from English to Mizo Language”, BTech (CSE) at NIT Mizoram, 2017. [Research papers during UG: 04 (including Springer, IEEE with impact factor journal)]. (Completed)
  • Mr. Divyanshu Bhardwaj, BTech Thesis Entitled: “An Approach to Information Retrieval from Scientific Documents”, BTech (CSE) at NIT Mizoram, 2017. [Research papers during UG: 03 (including Springer, IEEE)]. (Completed)
  • Mr. Bikram Das, BTech Thesis Entitled: “Natural Language to Virtual Actions”, BTech (CSE) at NIT Mizoram, 2016.  (Completed)
  • Mr. Prashant Ranjan, BTech Thesis Entitled: “Textual Entailment using Lexical and Syntactic Similarity”, BTech (CSE) at NIT Mizoram, 2016. (Completed)
  • Mr. Priyanshu Kumar, BTech Thesis Entitled: “Textual Entailment using Semantic Similarity”, BTech (CSE) at NIT Mizoram, 2016. (Completed)

I’m looking for undergraduate (BTech any semester), masters (MTech any semester), and Ph.D. students of NIT Silchar to work on Natural Language Processing, Deep Learning and Cyber Security research with me.

Just drop an email parthapakray[-AT-]gmail[-DOT-]com.

Note: Please do not send any summer/ winter internship request through email. I am unable to respond to them personally.


Research Team  

Team HealthcareAI

  • To develop Healthcare AI ChatBot – Abdullah Khilji, Sahinur Rahman Laskar
  • Looking for Summer Intern  through online mode (Internal as well as External BTech/ MTech Student, No funding available, Duration: two months. Contact me through email: pakraypartha[-@-]gmail[-DOT-]com.
  • Team 1Summer Research Intern (June-July, 2020) –  Afzalur Rahaman Choudhury, Salman Barbhuiya, PLABAN BORGOHAIN, Shiva Das (Assam University), Healthcare ChatBot System – COVID-19 Challenges. (Team Lead: Abdullah Khilji)

Team AICaptionGeneration

  • Team 1: Abinash Dutta, Manish Kumar, Puja Jain and Sharath  Chandra Punna, “DeNImaC: Deep Neural Image Captioning“, BTech Project Submitted.
  • Team 2: Sandeep Kumar Dash
  • Team 3: Summer Research Intern (May-July, 2020) – Satashree Roy, Prabhakar Kumar (CSE, NIT Silchar) on Caption Generation – Hindi & Bengali  (Team Lead: Abdullah Khilji)
  • Team 4: Summer Research Intern (May-July, 2020) – Suvamkar Paul, Jahnu Sarmah (ECE, NIT Silchar) on NLP based Caption Generation – Hindi (Team Lead: Abdullah Khilji)

Team MachineTranslation

  • Sahinur Rahman Laskar (Team Leader)
  • Looking for Summer Intern  through online mode (Internal as well as External BTech/ MTech Student, No funding available, Duration: two months. Language: Mizo, Khasi, Apatani, Mishing. Contact me through email: pakraypartha[-@-]gmail[-DOT-]com.

Team InformationRetrieval

  • Pankaj Kundan Dadure (Team Leader)
  • Looking for Summer Intern  through online mode (Internal as well as External BTech/ MTech Student, No funding available, Duration: two months. Contact me through email: pakraypartha[-@-]gmail[-DOT-]com.

Team PredictionbasedAlgorithm:


INDEX as on 22/09/2018 


REVIEWER – Books, Journals & Conferences 

  • Book Reviewer – Universities Press
  • IEEE Access Journal (Click  Here)
  • Language Resources and Evaluation (LREV) Journal (Click Here)
  • 7th International Symposium on Language & Knowledge Engineering (LKE 2019)
  • Heliyon (Click Here)
  • SADHANA (Click Here)
  • Transactions on Asian and Low-Resource Language Information Processing (TALLIP) (Click Here)
  • Natural Language Engineering (Click Here)
  • 6th International Symposium on Language & Knowledge Engineering (LKE 2018)
  • The Fifteen International Conference on Natural Language Processing (ICON-2018)
  • 3rd International Conference and Workshops on Recent Advances and Innovations in Engineering (ICRAIE-2018)
  • International Conference on Advances in Computing and Data Science (ICACDS 2018)
  • Fourth International Conference on Information Retrieval and Knowledge Management (CAMP’18)
  • Many More … Will update soon.

EXTERNAL EXPERT – NATIONAL/ INTERNATIONAL

  • Independent External Experts – evaluate the research proposals, COST Association, Avenue Louise 149 1050 Brussels, Belgium.
  • International Expert for Research Project Reviewer for Russian Science Foundation, Russian Science Foundation (RSF). (ACTIVE)
  • External Expert for M.E. Thesis Viva and MCA Project Viva at Jadavpur University, Kolkata on June 20, 2019
  • External Examiner for Final Year B.Tech. (CSE) at NIT Agartala on May 09-10, 2016
  • External Expert for Final Year M.E. (CSE) Thesis Viva-Voce at Jadavpur University on June 12, 2017

MEMBERSHIP – PROFESSIONAL BODIES 

  • Computer Society of India (Click Here)
  • The Institution of Engineers (India) (Click Here)
  • ACM membership

No. of Conferences/Symposium/Seminar/Workshop/STTP Organized 

Sl No Name of Program Duration Sponsoring Agency Organizing committee / Institution Role
1 Introduction to Robot Operating System“- Prof. David Pinto, BUAP, Mexico March 01-10, 2016 GIAN, MHRD (Govt. of India) NIT Mizoram Coordinator
2 Natural Language Processing and Sentiment Analysis“- Prof. Alexander Gelbukh, CIC-IPN, Mexico Aug 01-10, 2016 GIAN, MHRD (Govt. of India) NIT Mizoram Coordinator
3 Deep Learning for Natural Language Processing“- Prof. Benoit Favre, AIX, France Feb 20-26, 2017 GIAN, MHRD (Govt. of India) NIT Mizoram Coordinator
4 Deep Learning Techniques & Tools: An Academic and Industrial Approach 08-12 April, 2019 TEQIP-III NIT Silchar NIT Silchar Coordinator
5 International Conference on Big Data, Machine Learning and Applications (BigDML 2019) Dec 16-19, 2019 TEQIP-III, SERB, NIT Silchar NIT Silchar Publicity Chair
6 International Conference on Modeling, Simulation and Optimization 2020 (CoMSO 2020)  Aug 03-05, 2020 NIT Silchar NIT Silchar Publicity Chair
7 26th annual International Conference on Advanced Computing and Communications (ADCOM 2020)  26-28 August 2020 NIT Silchar NIT Silchar Publicity Chair
8 25th International Symposium on Frontiers of Research in Speech and Music (FRSM 2020)  08-09 October 2020 - NIT Silchar Publicity Chair

 

 


Workshop/STTP Attended:

Sl No      Name of the Workshop/ STTP/ Webinar/ etc. Duration & Date Organizing committee / Institution
15 Webinar on Higher Technical Education in Post COVID Scenario by Prof. Anil D. Sahasrabudhe June 20, 2020 NIT Silchar
14 Webinar on Outcome Based Education (OBE) by Prof. F. A. Talukdar June 19, 2020 NIT Silchar
13 Webinar on Halting the Spread of COVID-19 by Padmashree Dr. Ravi Kannan June 17,2020 NIT Silchar
12 One Week Faculty Development Programme on “Cyber Security” Oct 14-19, 2019 NIT Silchar
11 ERP Implementation SPOC Meeting Workshop at NPIU Office, Delhi Sept 05, 2019 NPIU, Delhi
10 TEQIP-III sponsored Five Days Faculty Development Programme on “Curriculum Design and Implementation for Outcome Based Education” (CuDIOBE-2019) May 27-31, 2019 NIT Silchar
9 TEQIP Phase – III : Training workshop on Web-Based Academic MIS March 15-16, 2019 IIIT Guwahati
8 Emerging Technologies, Innovation, Incubation and entrepreneurship Development  Feb 25 to  March 01, 2019 CDAC Silchar
7 Intellectual Property Rights and Technological Development (IRPD-2019) 21-25 Jan, 2019 NIT Silchar
6 Recent Research Trends & Future Perspective of Machine Learning in Academics & Industry 01-05 Oct, 2018 NIT Silchar
5 “Workshop on Outcome Based Education & Accreditation (WOBEA-2018)” 30th Sept – 1st Oct, 2018 NIT Silchar
4 Design and Deployment of Cyber Physical Systems 17-21 Sept, 2018 NIT Silchar
3  “Recent Advances in Fuzzy Optimization (RAFO-2018) 21-25 May, 2018 NIT Silchar
2 FDP on “Parallel Programming for HPC  11-16 Sept, 2017 IISc Bangalore
1 Workshop on the role of Local Chapters (NPTEL) April 21, 2017 NIT Mizoram

RESEARCH PUBLICATION 

 

|| Journal Articles ||

24 || Abdullah Khilji, Riyanka Manna, Sahinur Laskar, Partha Pakray, Dipankar Das, Sivaji Bandyopadhyay, Alexander Gelbukh. “Question Classification and Answer Extraction for Developing a Cooking QA System” Computación y Sistemas – Thematic issue: Computational Linguistics, Vol. 24, No. 2, 202020,  [Scopus Indexed] (2020)
23 || Amarnath Pathak, Partha Pakray and Ranjita DasContext guided retrieval of math formulae from scientific documents“, In: Journal of Information and Optimization Sciences,  Volume 40, 2019 – Issue 8, Taylor & Francis  [Web of Science] (2020)
22 || Amarnath Pathak, Ranjita Das, Partha Pakray and Alexander Gelbukh. “Extracting context of math formulae contained inside scientific documents”, Computación y Sistemas – Thematic issue: Computational Linguistics, Vol. 23, No. 3, 2019, pp. 803–818 doi: 10.13053/CyS-23-3-3246. [Scopus Indexed] (2019)
21 || Sunita Warjri, Partha Pakray, Arnab Kumar Maji and Saralin Lyngdoh. “Identification of POS Tag for Khasi Language based on Hidden Markov Model POS Tagger“, Computación y Sistemas – Thematic issue: Computational Linguistics, Vol. 23, No. 3, 2019, pp. 795–802 doi: 10.13053/CyS-23-3-3248 [Scopus Indexed] (2019)
20 ||  Sandeep Kumar Dash, Shantanu Acharya, Partha Pakray, Ranjita Das and Alexander Gelbukh, “Topic Based Image Caption Generation“, Arabian Journal for Science and Engineering, Online ISSN: 2191-4281, Publisher Name: Springer Berlin Heidelberg, pp 1-10, DOI: https://doi.org/10.1007/s13369-019-04262-2, SCIE Impact Factor 1.518.  (2019)
19 ||  Sunita Warjri, Partha Pakray, Saralin Lyngdoh, Arnab Kumar Maji, “Khasi Language as dominant Part-Of-Speech (POS) ascendant in NLP“, International Journal of Computational Intelligence & IoT, Vol. 1, No. 1, ISSN: 1556-5068, Pp. 109-115, 2018. (First online 20 Mar 2019)  [SSRN indexed] (2019)
18 || Amarnath Pathak and Partha Pakray. “Binary Vector Transformation of Math Formula for Mathematical Information Retrieval“, Journal of Intelligent & Fuzzy Systems, Vol 36, Issue 5, pp. 4685-4695, 2019, DOI: 10.3233/JIFS-179018, a JCR-THOMPSON journal with impact factor of 1.426 (2019)
17 || Sandeep Kumar Dash, Saurav Saha, Partha Pakray and Alexander Gelbukh. “Generating Image Captions Through Multimodal Embedding“, Journal of Intelligent and Fuzzy Systems, Vol 36, Issue 5,  pp. 4787-4796, DOI: 10.3233/JIFS-179027, a JCR-THOMPSON journal with impact factor of 1.426 (2019)
16 ||  Goutam Majumder, Partha Pakray and David Eduardo Pinto Avendaño. “Measuring interpretability using a token to chunk multi aligner“, Journal of Intelligent and Fuzzy Systems, Vol 36, Issue 5, pp. 4797-4808, DOI: 10.3233/JIFS-179028, a JCR-THOMPSON journal with impact factor of 1.426 (2019)
15 || Amarnath Pathak, Partha Pakray, Alexander Gelbukh. “A Formula Embedding Approach to Math Information RetrievalComputación y Sistemas Journal, Vol. 22, No. 3, 2018, pp. 819–833 doi: 10.13053/CyS-22-3-3015, ISSN: 2007-9737. (Scopus, DBLP, Web of Science Emerging Sources Indexed) (2018)
14 || Amarnath Pathak, Partha Pakray. “Neural Machine Translation for Indian Languages, Journal of Intelligent Systems (JISYS), DOI: https://doi.org/10.1515/jisys-2018-0065. [Emerging Sources Citation Index – by Thomson Reuters, Elsevier – SCOPUS, SCImago Journal Rank (SJR) 2017: 0.193] [2018]
13 || Amarnath Pathak, Partha Pakray, Jereemi Bentham. “English-Mizo Machine Translation using Neural and Statistical Approaches“, Neural Computing and Applications, Volumes 30, Issues 169, pp 1–17, First Online: 30 June 2018. [SCI Indexed – Impact Factor: 4.213] [2018]
12 || Amarnath Pathak and Partha Pakray“An Improved and Intelligent Boolean Model for Scientific Text Information Retrieval”, Communications in Computer and Information Science (CCIS), Springer Singapore, booktitle Social Transformation — Digital Way, ISSN: 1865-0929, Volume 836, pages 465–476, DOI 10.1007/978-981-13-1343-1_38 [Indexed in SCImago, Scopus indexed] [2018]
11 || Partha Pakray, Goutam Majumder and Amarnath Pathak, “An HMM based POS Tagger for POS tagging of Code-Mixed Indian Social Media Text”, Communications in Computer and Information Science (CCIS), Springer Singapore, booktitle Social Transformation — Digital Way, ISSN: 1865-0929, Volume 836, pages 495–504, DOI 10.1007/978-981-13-1343-1_41 [Indexed in SCImago, Scopus indexed] [2018]
10 || Goutam Majumder, Partha Pakray, and David Eduardo Pinto Avendaño, “Interpretable Semantic Textual Similarity Using Lexical and Cosine Similarity”, Communications in Computer and Information Science (CCIS), Springer Singapore, booktitle Social Transformation — Digital Way, ISSN: 1865-0929, Volume 836, pages 717–732. DOI 10.1007/978-981-13-1343-1_59. [Indexed in SCImago, Scopus indexed] [2018]
9 || Amarnath Pathak, Partha Pakray, Sandip Sarkar, Dipankar Das and Alexander Gelbukh, “MathIRs: Retrieval System for Scientific Documents”, Computación y Sistemas – Thematic issue: Authorship Analysis (Guest editors: M. Montes, L. Villaseñor), Vol 21, No 2, pp. 253–265, ISSN: 2007-9737 [Scopus indexed] [2017]
8 || Sriparna Saha, Ranjita Das, Partha Pakray“Aggregation of multi-objective fuzzy symmetry-based clustering techniques for improving gene and cancer classification”, Soft Computing, ISSN 1433-7479, DOI 10.1007/s00500-017-2865-3, pp. 1-20, 29/10/2017[SCI indexed, Impact Factor 2.472] [2017]
7 || Goutam Majumder, Partha Pakray, Alexander Gelbukh and David Pinto. “ Semantic Textual Similarity Methods, Tools, and Applications: A Survey“, Computación y Sistemas – Thematic Issue: Research Advances and Applications of Evolutionary Computation (Guest Editors: H.J. Escalante, M. Graff), Vol. 20, No. 4, 2016, pp. 647–665 doi: 10.13053/CyS-20-4-2506 doi: 10.13053/CyS-20-3-2450. [Scopus indexed] [2016]
6 ||  Goutam Majumder, Partha Pakray, Alexander Gelbukh. “Measuring Semantic Textual Similarity of Sentences Using Modified Information Content and Lexical Taxonomy“. International Journal of Computational Linguistics and Applications, vol. 7, no. 2, 2016, pp. 65–85. (Bahri Publications) [2016]
5 || Sandeep Kumar Dash, Partha Pakray and Alexander Gelbukh. “Learning Physiotherapy through Virtual Action“, Computación y Sistemas – Thematic Issue: Natural Language Processing and Computational Linguistics (Guest Editor: Alexander Gelbukh), Vol. 20, No. 3, 2016, pp. 477–482 ISSN 1405-5546 doi: 10.13053/CyS-20-3-2450. [Scopus indexed] [2016][Scopus indexed]
4 || Rohini Basak, Sudip Kumar Naskar, Partha Pakray, Alexander Gelbukh. “Recognizing Textual Entailment by Soft Dependency Tree Matching“, Computación y Sistemas, Vol. 19, No. 4, 2015, pp. 685–700, ISSN 1405-5546, doi: 10.13053/CyS-19-4-2331. [Scopus indexed] [2015]
3 || Pinaki Bhaskar, Partha Pakray, Alexander Gelbukh and Sivaji Bandyopadhyay. “Entailment-based Fully Automatic Technique for Evaluation of Summaries“, Research in Computing Science, An open access research journal on Computer science and computer engineering, ISSN 1870-4069, Vol. 65, pp. 11-23 [2013]
2 || Partha Pakray, Alexander Gelbukh and Sivaji Bandyopadhyay. “Aplicación de la implicación textual en un sistema de la validación de respuestas automáticas (An Application of Textual Entailment Recognition in an Answer Validation System)“, In Spanish, with abstract in English. Research in Computing Science, ISSN 1870-4069, Vol. 62, 2013, pp. 79–94. [2013]
1 || Partha Pakray, Alexander Gelbukh and Sivaji Bandyopadhyay, “Textual Entailment using Lexical and Syntactic Similarity.“, In International Journal of Artificial Intelligence & Applications (IJAIA), Vol.2, No.1, January 2011, DOI : 10.5121/ijaia.2011.2104 , pp. 43-58 [2011]
Many More … Will update soon.
|| International Conference/Workshop Papers ||
41 || Sahinur Rahman Laskar, Partha Pakray and Sivaji Bandyopadhyay, “Neural Machine Translation: Assamese↔Bengali“, in the International Conference on Modeling, Simulation and Optimization (CoMSO 2020), Springer, National Institute of Technology Silchar, August 3-5, 2020 (Accepted) [2020]
40 || Morrel VL Nunsanga, Mika Lalngaihtuaha, Partha Pakray, L. Lolit Kumar Singh, “Part of Speech Tagging in Mizo Language: A preliminary study“, in International Conference on Data Intelligence and Cognitive Informatics (ICDICI-2020) (Springer), 8-9 July 2020 SCAD College of Engineering and Technology, Tirunelveli, India. (Accepted)
39 || Sunita Warjri, Partha Pakray, Saralin A Lyngdoh, Arnab Kumar Maji, “Adopting Conditional Random Field (CRF) for Khasi Parts-of-Speech Tagging (KPOST)“, In 3rd International Conference On Computing and Communication Systems, Springer. [2020] (ACCEPTED)
38 || Sahinur Laskar, Partha Pakray and Sivaji Bandyopadhyay, “Neural Machine Translation for Low Resource Assamese-English“, In 3rd International Conference On Computing and Communication Systems, Springer. [2020] (ACCEPTED)
37 || Pankaj Kundan Dadure, Partha Pakray and Sivaji Bandyopadhyay, “Efficient Assessment of Formula Representation in Embedded Vector“, 3rd International Conference On Computing and Communication Systems, Springer.  [2020] (ACCEPTED)
36|| Pankaj Kundan Dadure, Partha Pakray, Sivaji Bandyopadhyay, “An Empirical Analysis on Retrieval of Math Information from the Scientific Documents“, International Conference on Communication and Intelligent System (ICCIS-2019), booktitle “Communication and Intelligent Systems”, isbn=”978-981-15-3325-9″, Pp. 301-308, doi 10.1007/978-981-15-3325-9_23, Department of Computer Science and Engineering, SKIT Jaipur.  [2019]
35|| Sahinur Rahman Laskar, Rohit Pratap Singh, Partha Pakray, Sivaji Bandyopadhyay, “English to Hindi Multi-modal Neural Machine Translation and Hindi Image Captioning“, Proceedings of the 6th Workshop on Asian Translation 2019, doi 10.18653/v1/D19-5205, publisher = “Association for Computational Linguistics”, Pages 62-67 [2019]
34|| Sahinur Rahman Laskar, Abinash Dutta, Partha Pakray and Sivaji Bandyopadhyay, “Neural Machine Translation: English to Hindi“, in the Proceedings of 3rd IEEE Conference on Information & Communication Technology, IIIT Allahabad, Dec 06-09, 2019, DOI: 10.1109/CICT48419.2019.9066238, .  [2019]
33|| Amika Achom, Ranjita Das, Partha pakray, Sriparna Saha. “Classification of Microarray Gene Expression Data using Weighted Grey Wolf Optimizer based Fuzzy Clustering“, TENCON 2019, booktitle “TENCON 2019 – 2019 IEEE Region 10 Conference (TENCON)”,  Pp. 2705-2710, 17 – 20 October 2019 at Hotel Grand Hyatt, Bolgatty, Kochi, Kerala, India. [2019]
32|| Sahinur Rahman Laskar, Partha Pakray and Sivaji Bandyopadhyay “Neural Machine Translation: Hindi-Nepali“, in the Proceedings of the Fourth Conference on Machine Translation (WMT), Publisher: Association for Computational Linguistics, doi 10.18653/v1/W19-5427, Volume 2: Shared Task Papers, pages 900–905, Florence, Italy, August 1-2, 2019. [2019] Top scorer: Nepali –> Hindi Translation in the WMT 2019 Track.
31 || Dipanwita Debnath and Partha Pakray, “Scientific Documents Summarization using Citation Contextualization“, In: 1st International Conference on Recent Trends on Electronics & Computer Science (ICRTECS 2019) to be held at NIT Silchar on 18-19th March 2019. (Accepted) [2019]
30 ||  Amika Achom and Partha Pakray, “Effects of out-of-domain data on English-to-Manipuri SMT Systems“, In: 1st International Conference on Recent Trends on Electronics & Computer Science (ICRTECS 2019) to be held at NIT Silchar on 18-19th March 2019. (Accepted) [2019]
29 || Sandeep Kumar Dash, Ranjeet Kumar, Partha Pakray and Alexander Gelbukh, “Visually Aligned Text Embedding Model for Identification of Spatial Roles“, In: 1st International Conference on Recent Trends on Electronics & Computer Science (ICRTECS 2019) to be held at NIT Silchar on 18-19th March 2019. (Accepted) [2019]Best Paper Award in the Track and Overall Conference: Presented by Sandeep Kumar Dash
28 || Amarnath Pathak Partha Pakray and Ranjita Das “LSTM Neural Network Based Math Information Retrieval“, Second International Conference on Advanced Computational and Communication Paradigms (ICACCP), Pp 1-6, IEEE, INSPEC Accession Number: 19098988, doi:10.1109/icaccp.2019.8882887, SMIT, Sikkim, India, February 25-28, 2019 [2019] Best Paper Award: Presented by Amarnath Pathak
27 || Dipanwita Debnath, Partha Pakray and Alexander Gelbukh, “An Abstractive Text Summarization using Recurrent Neural Network“, In 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2018), March 18 to 24, 2018 in Hanoi, Vietnam. (Accepted) [2018]
26 || Riyanka Manna, Dipankar Das, Partha Pakray and Alexander Gelbukh, “Question Answering System on Foods & Recipes“, In 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2018), March 18 to 24, 2018 in Hanoi, Vietnam. (Accepted)[2018]
25 || Amarnath Pathak, Partha Pakray and Alexander Gelbukh, “A Formula Embedding Approach to Math Information Retrieval“, In 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2018), March 18 to 24, 2018 in Hanoi, Vietnam. (Accepted)[2018]
24 || Sandeep Kumar Dash, Saurav Saha, Partha Pakray, Alexander Gelbukh, “Generating Image Captions based on Neural Embeddings“, In 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2018), March 18 to 24, 2018 in Hanoi, Vietnam. (Accepted) [2018]
23 || Amika Achom, Partha Pakray, “Addressing the issue of unavailability of parallel corpus incorporating monolingual corpus on PBSMT system for English to Manipuri translation“, In 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2018), March 18 to 24, 2018 in Hanoi, Vietnam. (Accepted) [2018]
22 || Somnath Banerjee, Partha Pakray, Riyanka Manna, Dipankar Das, “NITMZ-JU at IJCNLP-2017 Task 4: Customer Feedback Analysis“, In Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP), Shared Tasks, pages 180–183, Taipei, Taiwan, November 27 – December 1, 2017. [2017]
21 || Sandip Sarkar, Dipankar Das and Partha Pakray, “JU NITM at IJCNLP-2017 Task 5: A Classification Approach for Answer Selection in Multi-choice Question Answering System“, In Proceedings of the 8th International Joint Conference on Natural Language Processing, Shared Tasks, pages 213–216, Taipei, Taiwan, November 27 – December 1, 2017. [2017]
20 || Sandeep Kumar Dash, Partha Pakray, Jan Smeddinck, Robert Porzel, Rainer Malaka and Alexander Gelbukh, “Designing An Ontology for Physical Exercise Actions“, 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2017), Springer, isbn=”978-3-319-77113-7″, doi 978-3-319-77113-7_28, Pp. 354–362, April 17 to 23, 2017, Budapest, Hungary. [2017]
19 || Divyanshu Bhardwaj, Partha Pakray, and Alexander Gelbukh, “An approach to Information Retrieval from Scientific Documents“, 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2017), April 17 to 23, 2017, Budapest, Hungary. (Accepted). [2017]
18 || Riyanka Manna, Partha Pakray, Somnath Banerjee, Dipankar Das and Alexander Gelbukh, “CookingQA: A Question Answering System based on Cooking Ontology“, Advances in Computational Intelligence. 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Cancún, Quintana Roo, Mexico, October 23 to 29, 2016. Proceedings, pp 67-78, Part I. Lecture Notes in Artificial Intelligence, Volume 10061. isbn 978-3-319-62434-1, doi 10.1007/978-3-319-62434-1_6. [2016]
17 || Goutam Majumder, Partha Pakray, “NLP-NITMZ @ MSIR 2016 System for Code-Mixed Cross-Script Question Classification“, In the Working notes of FIRE 2016 – Forum for Information Retrieval Evaluation, CEUR-WS.org/Vol-1737, Pages 100-104, Kolkata, India, December 7-10, 2016. [2016]
16 || Sandip Sarkar, Partha Pakray, Dipankar Das and Alexander Gelbukh, “Regression based Approaches for detecting and measuring Textual Similarity“, In The Fourth International Conference on Mining Intelligence and Knowledge Exploration (MIKE), Lecture Notes in Artificial Intelligence, Pp. 144-152, November 13 – 19, 2016, Center for Computing Research (CIC) of the National Polytechnic Institute (IPN), Mexico. [2016]
15 || Partha Pakray and Goutam Majumder, “NLP–NITMZ:Part-of-Speech Tagging on Italian Social Media Text using Hidden Markov Model“, In the SHARED TASK ON PoSTWITA – POS tagging for Italian Social Media Texts, EVALITA -2016, Vol-1749, ceur-ws, Napoli, Italy, December 5-7, 2016. [2016]
14 || Divyanshu Bhardwaj, Partha Pakray, Jereemi Bentham, Saurav Saha and Alexander Gelbukh, “Question Answering System for Frequently Asked Questions“, In the SHARED TASK ON QA­4FAQ – Question Answering for Frequently Asked Questions, EVALITA -2016, ceur-ws, Napoli, Italy, December 5-7, 2016. [2016]
13 || Sandip Sarkar, Saurav Saha, Jereemi Bentham, Partha Pakray and Alexander Gelbukh, “NLP-NITMZ@DPIL-FIRE2016:Language Independent Paraphrases Detection“, In the Working notes of FIRE 2016 – Forum for Information Retrieval Evaluation, CEUR-WS.org/Vol-1737, Pages 256-259, Kolkata, India, December 7-10, 2016. [2016]
12 || Sandeep Kumar Dash, Partha Pakray, and Alexander Gelbukh, “Generating a Logical Structure for Virtualizing Physiotherapy Instructions through NLP“, Advances in Soft Computing,  pp 513-523. 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Cancún, Quintana Roo, Mexico, October 23 to 29, 2016. Proceedings, Part I. Lecture Notes in Artificial Intelligence, Volume 10061. [2016]
11 || Jereemi Bentham, Partha Pakray, Goutam Majumder, Sunday Lalbiaknia and Alexander Gelbukh, “Identification of Rules for Recognition of Named Entity Classes in Mizo Language“, In the 15th Mexican International Conference on Artificial Intelligence (MICAI 2016), October 23–29, Cancún, Mexico. (Will Publish in IEEE) [ACCEPTED] [2016]
10 || Sandeep Kumar Dash, Partha Pakray, Alexander Gelbukh, “Representing action structure through semantic roles of Physiotherapy instructions“, The 20th International Conference on Asian Language Processing (IALP 2016), INSPEC Accession Number: 16725883, pp. 87-90, DOI: 10.1109/IALP.2016.7875941, 21-23 Nov. 2016, Tainan, Taiwan. [2016]
9 || Goutam Majumder, Partha Pakray, David Pinto, “Semantic Textual Similarity using Modified WordNet Taxonomy using Tri-Gram Language Model“, at The Tenth International Conference on Natural Language Processing (HrTAL2016), Dubrovnik, Croatia, 29 September – 1 October 2016 [ACCEPTED] [2016]
8 || Sandip Sarkar, Dipankar Das, Partha Pakray, Alexander Gelbukh, “JUNITMZ at SemEval-2016 Task 1: Identifying Semantic Similarity Using Levenshtein Ratio“, at Proceedings of SemEval-2016, pages 702–705, San Diego, California, June 16-17, 2016. Association for Computational Linguistics [2016]
7 || Goutam Majumder, Partha Pakray, Zoramdinthara, Alexander Gelbukh, “Multiword Expressions (MWE) for Mizo Language: Literature Survey“, at 17th International Conference on Intelligent Text Processing and Computational Linguistics, April 3–9, 2016, Konya, Turkey, Lecture Notes in Computer Science book series (LNCS, volume 9623), DOI https://doi.org/10.1007/978-3-319-75477-2_45, Print ISBN 978-3-319-75476-5. [2016]
6 || Partha Pakray, Arunangshu Pal, Goutam Majumder and Alexander Gelbukh, Resource Building and POS Tagging for Mizo Language“. IEEE CS, ISBN 978-1-5090-0323-5, 2016, pp. 3–7. [2015]
5 || Santanu Pal, Partha Pakray, Alexander Gelbukh, Josef Van Genabith, “Mining Parallel Resources from Comparable Corpora to improve performance of Machine Translation“, Computational Linguistics and Intelligent Text Processing Lecture Notes in Computer Science Volume 9041, 2015, pp 534-544, April 14-20, 2015, Cairo, Egypt [2015]
4 || Partha Pakray, Petr Sojka, “An Architecture for Scientific Document Retrieval Using Textual and Math Entailment Modules“, in RASLAN 2014: Recent Advances in Slavonic Natural Language Processing, Karlova Studánka, Czech Republic, December 5-7, 2014. [2014]
3 || Partha Pakray, and Alexander Gelbukh, “An Open Domain Causal Relation Detection from Paired Nominal“, in 13th Mexican International Conference on Artificial Intelligence (MICAI-2014), Nature-Inspired Computation and Machine Learning, Part II, LNAI 8857, pp. 263–271, November 16 to 22, 2014, Tuxtla Gutiérrez, Chiapas, Mexico. [2014]
2 || Andre Lynum, Partha Pakray, Bjorn Gamback and Sergio Jimenez, “NTNU: Measuring semantic similarity with sublexical feature representations and soft cardinality“, in Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014), pages 448–453, Dublin, Ireland, August 23-24, 2014. [2014]
1 || Santanu Pal, Partha Pakray and Sudip Kumar Naskar, “Automatic Building and Using Parallel Resources for SMT from Comparable Corpora“, Proceedings of the 3rd Workshop on Hybrid Approaches to Translation (HyTra) @ EACL 2014, pages 47–56, Gothenburg, Sweden, April 27 2014. c 2014 Association for Computational Linguistics [2014]
Many More … Will update soon.

 


RESEARCH PROJECTS

Sl No Name of the Project Sponsored by Date Duration Place Amount Role Status
1 Textual Instructions to Virtual Actions DST (Govt of India) – DAAD (Germany)Govt. of India 2016-2018 Two Years NIT Mizoram Rs. 18,90,000 PI Completed
2 An Application of Textual Entailment and Semantic Textual Similarity in Scientific Document Retrieval System SERB-DST (“Young Scientist Scheme”)Govt. of India 2016-2019 Three Years NIT Mizoram (March, 2016 to Aug, 2018) NIT Silchar (Aug, 2018 to now) Rs. 18,31,000 PI Completed
3 A Computer-aided Recommendation Engine for the Health Diagnostic ASEAN 2019-2021 Two Years NIT Silchar - PI Ongoing
4 Text Summarization Evaluation” India (DST) -France (Govt. of Inida) 2019-2021 Three Years NIT Silchar - PI Accepted

CONSULTANCY PROJECTS

1. Project Name: CollegeME – A Recommender System for College Admission, Funded by: SenseNet Technologies Pvt Ltd, Start Date: 20/04/2020 (Ongoing).

2. Project Name: Alumni Portal Design (Ongoing)

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NOTE: Right now, I am not looking for Research Intern. Please do not contact me with such requests. Please follow our institute website. Thanks!

 

 

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