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Professor, Department of Computer Science & Engineering |
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Education
Teaching Experience (0)
Industrial Experience (0)
Field of Specialization
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Machine learning/Text Mining/Text Summarization/Medical Data Mining/Computer Processing of Indian Languages
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Courses Taught/Teaching
Teaching:
Machine learning
Natural Language Processing (NLP)
Logic and Functional Programming
C programming
Taught:
Principles of Programming Languages
Database systems
Microprocessors
Computer Graphics and Multimedia
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Research Area
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Machine Learning/Text Mining/Text Summarization/Medical Data Mining/Computer processing of Indian languages
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Experience
Conference Papers Published (42)
Title of the paper |
Conference |
Year |
Role |
Vol Number-Page Name |
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A Hybrid Query Expansion Method for Effective Bengali Information Retrieval |
4th International Conference on Frontiers in Computing and Systems(COMSYS-2023) |
2023 |
First author |
- |
Bengali Document Retrieval Using Model Combination |
3rd International Conference on Frontiers in Computing and Systems(COMSYS-2022) |
2022 |
First Author |
-91-101 |
A Novel Sentence Scoring Method for Extractive Text Summarization |
Proceedings of International Conference on Frontiers in Computing and Systems, Springer publication |
2021 |
First Author |
-169-179 |
Irony Detection in Bengali Tweets: A New Dataset, Experimentation and Results |
International Conference on Computational Intelligence in Data Science, Springer Publication |
2020 |
Second Author |
-112-127 |
Sentiment Analysis of Bengali Tweets Using Deep Learning |
International Conference on Computational Intelligence in Data Science, Springer Publication |
2020 |
Sole Author |
-71-84 |
More |
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Journal Papers Published (21)
Title of the paper |
Journal of publication |
Year |
Role |
Vol Number-Page Name |
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Improved Cluster-based Smoothing for Language Models Applied to Bengali Information Retrieval |
International Journal of the Indian Academy of Sciences, SADHANA |
2023 |
First author |
Vol.48(4)-211 |
Exploiting Semantic Term Relations in Text Summarization |
International Journal of Information Retrieval Research (IJIRR) |
2022 |
First Author |
12(1)-1-18 |
Machine transliteration using SVM and HMM |
International Journal of Advanced Intelligence Paradigms |
2021 |
Second Author |
19(1)-3-27 |
Heterogeneous classifier ensemble for sentiment analysis of Bengali and Hindi tweets |
Sadhana, Springer India |
2020 |
Sole Author |
45(1)-1-17 |
A Comparative Study of Three IR Models for Bengali Document Retrieval |
International Journal of Computer Sciences & Engineering (IJCSE) |
2019 |
First author |
Vol.7(1), E-ISSN: 2347-2693- |
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Books Published (1)
Book Title |
Publisher Name |
Year |
Role |
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Contributed Chapter Title: "Multilingual Summarization Approaches", In the book "Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding", IGI Global. |
IGI Global |
2014 |
First Author |
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Awards(7)
Awarded By |
Award Name |
Year |
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NLP Tool Contest on Sentiment Analysis for Indian Languages (Code Mixed) held in conjunction with the 14th International Conference on Natural Language Processing, 2017 |
3rd Prize Winner |
2017 | ICBIM2016 |
Best paper award in the International Conference on Business and Information Management, 2016 |
2016 | Forum for Information Retrieval Evaluation (FIRE), DPIL track@ FIRE 2016 |
Springer Best Paper award for my paper - Detecting Paraphrases in Indian Languages Using Multinomial Logistic Regression Model |
2016 | 13th International Conference on Natural Language Processing 2016(ICON 2016) |
First Prize (my CRF- based POS tagging system performs the best among the 16 systems participated in the NLP tool contest on -POS TAGGING FOR CODE-MIXED INDIAN SOCIAL MEDIA TEXT@ ICON 2016) |
2016 | NLP Tool Contest on POS Tagging For Code-mixed Indian Social Media Text held in conjunction with International Conference on Natural Language Processing (ICON 2015) |
3rd Prize Winner |
2015 | More |
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Ph.D. Thesis Guidance (0)
M.Phil. Thesis Guidance (0)
MASTER Thesis Guidance (0)
Project Works (2)
Project Title |
Worked As |
Funding Agency |
Amount |
Duration |
Period |
Status |
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Indian Social Media Sensor: an Indian Social Media Text Mining System for Topic Detection, Topic Sentiment Analysis and Opinion Summarization |
Principal Investigator |
SERB under DST |
23,96,000/- |
3 years |
2018 to 2021 |
Ongoing |
Design and Development of a System for Querying, clustering and Summarization for Bengali |
Principal Investigator |
SERB under DST |
31,71,600/- |
4 years |
2013 to 2017 |
Complete |
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Patents (0)
Collaborative Programs (0)
InviteLectures (0)
Membership Of Learned Societies (0)
Orientation/Refresher/QIP CourseAttended/Organized (0)
Seminar/Conference/Workshop (0)
Session chaired (0)
Professional Society Activity (0)
Consultancy work / Testing (0)
Other Notable Activities (3)
Reviewer, Pattern Recognition letters
Program Committee Member, PreMI 2013
Reviewer, 2nd International Conference on Business and Information Management, 2013
Program Committee Member, SECOND INTERNATIONAL CONFERENCE ON COMPUTING AND SYSTEMS,2013
Program Committee Member, International Conference on Communications, Devices and Intelligent Systems, 2012
| Reviewer, ACL 2018
Reviewer, ACM Transactions on Asian and Low-Resource Language Information Processing (TALIP)
Reviewer, reviewer for PLOS ONE journal
Reviewer, Sadhana - Academy Proceedings in Engineering Sciences
Reviewer, Journal of Intelligent Systems
Reviewer, FIRE 2017 | 1. Program Committee Member, ECIR 2019, Cologne, Germany
2. Program Committee Member, PreMI 2019 |
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