Indian Institute of Technology Kharagpur |

Journal

Meta-ED: Cross-lingual Event Detection using Meta-learning for Indian Languages Roy A., Sharma I. , Sarkar S. , Goyal P. By ACM Transactions on Asian and Low-Resource Language Information Processing - (2023)
Delineating variabilities of groundwater level prediction across theagriculturally intensive transboundary aquifers of South Asia Malakar P., Bhanja S. , Das A. , Saha D. , Ray R. , Sarkar S. , Zahid A. , Mukherjee A. By ACS ES&T Water 1-14 (2022)
Two-stage system using item features for next-item recommendation Srilakshmi M., Chowdhury G., Sarkar S. By Intelligent Systems with Applications 14 1-11 (2022)
Three decades of depth-dependent groundwater response to climate variability and human regime in the transboundary Indus-Ganges-Brahmaputra-Meghna mega river basin aquifers Malakar P., Mukherjee A. , Bhanja S. N., Ganguly A. R., Ray R. K., Zahid A. , Sarkar S. , Saha D. , Chattopadhyay S. By Advances in Water Resources 149 103856- (2021)
Application of artificial intelligence to predict moisture damage of hot-mix asphalt mixes Veeraragavan R.K., Kottayi N.M., Mallick R.B., Nirala M.K., Sarkar S. By Proceedings of the Institution of Civil Engineers: Transport 174 197-206 (2021)
Ad-hoc platoon formation and dissolution strategies for multi-lane highways Maiti S., Winter S. , Kulik L. , Sarkar S. By Journal of Intelligent Transportation Systems: Technology, Planning, and Operations 1-13 (2021)
Machine learning-based regional-scale groundwater level prediction using GRACE Malakar P., Mukherjee A. , Bhanja S. N., Ray R. N., Sarkar S. , Zahid A. By Hydrogeology Journal 29 1027-1042 (2021)
Deep Learning-Based Forecasting of Groundwater Level Trends in India: Implications for Crop Production and Drinking Water Supply Malakar P., Mukherjee A. , Bhanja S. , Sarkar S. , Saha D. , Ray R. By ES&T Engineering 1 965-977 (2021)
Deep learning-based forecasting of groundwater level trends over India: Implications for crop production and drinking water supply Malakar P., Mukherjee A. , Bhanja S. N., Sarkar S. , Saha D. , Ray R. K. By ES&T Engineering 1 965-977 (2021)
The Impact of Flexible Platoon Formation Operations Maiti S., Winter S. , Kulik L. , Sarkar S. By IEEE Transactions on Intelligent Vehicles 5 229-239 (2020)
A Survey of the Model Transfer Approaches to Cross-Lingual Dependency Parsing Das A., Sarkar S. By ACM Transactions on Asian and Low-Resource Language Information Processing 19 67.1-67.60 (2020)
Importance of spatial and depth-dependent drivers in groundwater level modeling through machine learning Malakar P., Mukherjee A. , Bhanja S. N., Saha D. , Ray R. K., Sarkar S. , Zahid . By Hydrology and Earth System Science Discussion 1-22 (2020)
BIOINTMED: integrated biomedical knowledge base with ontologies and clinical trials. Saha A., Mukhopadhyay J. , Sarkar S. , Gattu M. By Medical & Biological Engineering & Computing 1-16 (2020)
Using satellite based vegetation cover as indicator of groundwater storage in natural vegetation areas Bhanja S. N., Malakar P. , Mukherjee A. , Rodell M. , Mitra P. , Sarkar S. By Geophysical Research Letters 46 8082-8092 (2019)
Transform, Combine, and Transfer: Delexicalized Transfer Parser for Low-resource Languages Das A., Sarkar S. By ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) 19 4.1-4.30 (2019)
Statistical downscaling of precipitation using long short-term memory recurrent neural networks Misra S., Sarkar S., Mitra P. By Theoretical and Applied Climatology 134 1179-1196 (2018)
Using communities ofwords derived from multilingual word vectors for cross-language information retrieval in Indian languages Bhattacharya P., Goyal P., Sarkar S. By ACM Transactions on Asian and Low-Resource Language Information Processing 18 1-27 (2018)
Application of artificial intelligence to predict moisture damage of hot-mix asphalt mixes Veeraragavan R., Kottayi N. , B Mallick R. , Nirala M. , Sarkar S. By Proceedings of the Institution of Civil Engineers - Transport 171 1-30 (2018)
Cross-Language Information Retrieval with Incorrect Query Translations Prasath R., Sarkar S. By Polytechnic Open Library International Bulletin of Information Technology and Science (Polibits) 54 33-42 (2016)
Preference Relations Based Unsupervised Rank Aggregation for Metasearch Desarkar M. S., Sarkar S. , Mitra P. By Expert Systems with Applications 49 86-98 (2016)
Using Word Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval Bhattacharya P., Goyal P. , Sarkar S. By Computación y Sistemas 20 435-447 (2016)
National Digital Library: A Platform for Paradigm Shift in Education & Research in India Das P. P., Bhowmick P. K., Sarkar S. , Sutradhar B. , Chattopadhyay S. , Basu A. , Ghosh S. K., Chattopadhyay N. G., Chakrabarti P. P. By Science and Culture 82 4-11 (2016)
National Digital Library: Building a National Asset, Das P. P., Chakrabarti P. P., Bhowmick P. K., Sarkar S. By Yojana 60 19-23 (2016)
Assisting web document retrieval with topic identification in tourism domain Prasath R., Kumar V. , Sarkar S. By Web Intelligence 13 31-41 (2015)
A Dependency Annotation Scheme For Bangla Tree-bank Chatterji S., Mukherjee Sarkar T. , Dhang P. , Deb S. , Sarkar S. , Chakraborty J. By Language Resources and Evaluation 48 443-477 (2014)
Syntactico- semantic subject (karta) in Bangla Dhang P., Chatterji S. , Mukhrjee Sarkar T. , Sarkar S. , Chakraborty J. , Basu A. By International Journal of Bengal Studies 4-5 434-449 (2014)
A Comparative Study on Feature Reduction Approaches in Hindi and Bengali Named Entity Recognition Saha S., Mitra P. , Sarkar S. By Knowledge-Based Systems 27 322-332 (2012)
A Composite Kernel for Named Entity Recognition Saha S., Narayan S. , Sarkar S. , Mitra P. By Pattern Recognition Letters 31 1591-1597 (2010)
A Framework for Manual Ontology Engineering for Management of Learning Material Repository Bhowmick P. K., Roy D. , Sarkar S. , Basu A. By International Journal of computer Science & Applications 7 (2) 30-52 (2010)
Ontology Based User Modeling for Personalized Information Access Bhowmik P., Sarkar S. , Basu A. By International Journal of computer Science & Applications 7 (1) 1-22 (2010)
Feature selection techniques for maximum entropy based biomedical named entity recognition. Saha S. K., Sarkar S. , Mitra P. By Journal of Biomedical Informatics 42 905-911 (2009)
Sanyog - A Speech Enabled Communication System for the Speech Impaired and People with Multiple Disorders Special Issue of Journal of Technology in Human Services Bhattacharya S., Sarkar S. , Basu A. By Journal of Technology in Human Services 25 177-180 (2008)
Automatic Extraction of Pedagogic Metadata for Adaptive Learning Roy D., Sarkar S. , Ghose S. By International Journal of Artificial Intelligence in Education (IJAIED). 18 97-118 (2008)
Named Entity Recognition in Hindi using Maximum Entropy and Transliteration Saha S. K., Ghosh P. , Sarkar S. , Mitra P. By "Polibits Polytechnic Open Library International Bulletin of Information Technology and Science 38 33-41 (2008)
Regular Expression Matching for Multi-script Databases Sarkar S. By IEEE Data Engineering Bulletin 30(1) 17-29 (2007)
Investigation and Modeling of the Structure of Texting Language Choudhury M., Saraf R. , Jain V. , Mukherjee A. , Sarkar S. , Basu A. By International Journal on Document Analysis and Recognition (IJADR) 10 157-174 (2007)
Learning Material Annotation for Flexible Tutorial Systems Roy D., Sarkar S. , Ghose S. By Journal of Intelligent Systems, ( JIS) 16 293-306 (2007)
Multi-Agent Simulation of Emergence of Schwa Deletion Pattern in Hindi Choudhury M., Basu A. , Sarkar S. By The Journal of Artificial Societies and Social Simulation 9 1-33 (2006)
Speech Enabled Communication Tool for the Speech Impaired and People with Multiple Disorders Bhattacharya S., Sarkar S. , Basu A. By Journal of Technology in Human Services 25:1-2 177-180 (2004)
Computation of intraprocedural dynamic program slices. Information and Software Technology Mund G. B., Mall R. , Sarkar S. By Information and Software Technology 45 (8) 499-512 (2003)
An Efficient Dynamic Program Slicing Technique Information and Software Technology Mund G., Mall R. , Sarkar S. By Information and Software Technology 44.2 123-132 (2002)
A Framework for Learning in Search-Based Systems Sarkar S., Chakrabarti P. P., Ghose S. By IEEE Transactions on Knowledge and Data Engineering 10 (4) 563-575 (1998)
Learning while solving problems in best first search Sarkar S., Chakrabarti P. P., Ghose S. By IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans 28 535-541 (1998)
Learning for efficient search Sarkar S., Ghose S. , Chakrabarti P. By Sadhana 21(3) 291-315 (1996)

Conferences

MorphBen: A Neural Morphological Analyzer for Bengali Language Das A., Sarkar S. By Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 13451 LNCS 595-607 (2023)
Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages? Roy A., Thakur R. K., Sharma I. , Gupta A. , Krishna A. , Sarkar S. , Goyal P. By Coling - (2022)
ArgGen: Prompting Text Generation Models for Document-Level Event-Argument Aggregation Kar D., Sarkar S. , Goyal P. By AACL Findings - (2022)
ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation Kar D., Sarkar S., Goyal P. By 4th Workshop on Challenges and Applications of Automated Extraction of Socio-Political Events from Text, CASE 2021 - Proceedings 20-30 (2021)
Towards Reducing the Pendency of Cases at Court: Automated Case Analysis of Supreme Court Judgments in India Pandey S., Chandra A., Sarkar S., Shankar U. By Legal Knowledge and Information Systems - {JURIX} 2021: The Thirty-fourth Annual Conference, Frontiers in Artificial Intelligence and Applications Vol 346, doi.org/10.3233/FAIA210321 346 82-89 (2021)
Overview of the FIRE 2020 EDNIL track: Event detection from news in Indian languages Dave B., Gangopadhyay S., Majumder P., Bhattacharya P., Sarkar S., Devi S.L. By CEUR Workshop Proceedings 2826 806-816 (2020)
FIRE 2020 EDNIL Track: Event Detection from News in Indian Languages Dave B., Gangopadhyay S., Majumder P., Bhattacharya P., Sarkar S., Devi S.L. By ACM International Conference Proceeding Series 25-28 (2020)
Recommendation for multi-stakeholders and through neural review mining Chelliah M., Sarkar S., Zheng Y., Kakkar V. By CIKM, Proceedings of International Conference on Information and Knowledge Management, Proceedings 2979-2981 (2019)
Fully Contextualized Biomedical NER Gupta A., Goyal P. , Sarkar S. , Gattu M. By ECIR: European Conference on Information Retrieval; Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 117-124 (2019)
Groundwater-Climate link in the transboundary aquifer system of South Asia Malakar P., Mukherjee A. , Bhanja S. N., Ganguly A. R., Saha D. , Ray R. K., Sarkar S. , Zahid A. By European Geo sciences Union - (2019)
Drug-Drug Interactions Prediction Based on Drug Embedding and Graph Auto-Encoder Purkayastha S., Mondal I. , Sarkar S. , Goyal P. , Pillai J. By Proceedings - 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering, BIBE 2019 547-552 (2019)
Product review recommendation: ranking, selection and personalization: Tutorial Sarkar S., Chelliah M. By ICON 2018 : 15th International Conference on Natural Language Processing - (2018)
Tutorial: Concept to code: learning distributed representation of heterogeneous sources for recommendation}, Sonie O., Sarkar S. , Kumar S. By Proceedings of the 12th {ACM} Conference on Recommender Systems, RecSys 531-532 (2018)
Enhancing neural network based dependency parsing using morphological information for Hindi Saha A., Sarkar S. By Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 9623 LNCS 366-377 (2018)
Concept to code: Learning distributed representation of heterogeneous sources for recommendation Sonie O., Sarkar S., Kumar S. By RecSys 2018 - 12th ACM Conference on Recommender Systems 531-532 (2018)
Decision recommendation system for transporters in an online freight exchange platform Mallick P., Sarkar S. , Mitra P. By Communication Systems and Networks (COMSNETS), 2017 9th International Conference on 448-453 (2017)
Delexicalized transfer parsing for low-resource languages using transformed and combined treebanks Das A., Zaffar A. , Sarkar S. By Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies 182-190 (2017)
A deep learning based approach with adversarial regularization for Doppler weather radar ECHO prediction Singh S., Sarkar S. , Mitra P. By 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 5205-5208 (2017)
Product Recommendations Enhanced with Reviews Chelliah M., Sarkar S. By Proceedings of the Eleventh ACM Conference on Recommender Systems 398-399 (2017)
Recommendation of high quality representative reviews in e-commerce Paul D., Sarkar S. , Chelliah M. , Kalyan C. , Nadkarni P. By Proceedings of the Eleventh ACM Conference on Recommender Systems 311-315 (2017)
Leveraging Convolutions in Recurrent Neural Networks for Doppler Weather Radar Echo Prediction Singh S., Sarkar S. , Mitra P. By International Symposium on Neural Networks 2017 310-317 (2017)
Enhancing Neural Network based Dependency Parsing Using Morphological Information for Hindi Saha A., Sarkar S. By 17th International Conference on Intelligent Text Processing and Computational Linguistics, CICLING 2016 366-377 (2016)
Using Word Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval Bhattacharya P., Goyal P. , Sarkar S. By 7th International Conference on Intelligent Text Processing and Computational Linguistics - (2016)
Cross-lingual transfer parsing from Hindi to Bengali using delexicalization and chunking Das A., Saha A. , Sarkar S. By 13th International Conference on Natural Language Processing, ICON 2016 99-108 (2016)
Identifying and Characterizing Truck Stops from GPS Data Aziz R., Kedia M. , Dan S. , Basu S. , Sarkar S. , Mitra S. , Mitra P. By Industrial Conference on Data Mining 2016 168-182 (2016)
Segmenting Highway Network Based on Speed Profiles Aziz R., Kedia M. , Dan S. , Sarkar S. , Mitra S. , Mitra P. By Intelligent Transportation Systems (ITSC), 2015 IEEE 18th International Conference on 2927-2932 (2015)
Pattern based pruning of morphological alternatives of Bengali wordforms Barik B., Sarkar S. By Advances in Computing, Communications and Informatics (ICACCI, 2014) 1724-1730 (2014)
Personalized Search over Medical Forums Kumar A., Meher A. , Sarkar S. By Mining Intelligence and Knowledge Exploration Springer 11-20 (2014)
RI for IR: Capturing Term Contexts Using Random Indexing for Comprehensive Information Retrieval Prasath R., Sarkar S. , O'reilly P. By Human-Inspired Computing and Its Applications, 13th Mexican International Conference on Artificial Intelligence, MICAI 2014 104-112 (2014)
Query Expansion using PRF-CBD approach for Documents Retrieval Prasath R., Sarkar S. By Pattern Recognition and Machine Intelligence 495-500 (2013)
A Mobility Simulation Framework Of Humans With Group Behavior Modeling Gupta A., Mishra A. , Vadlamudi S. , Chakrabarti P. P., Sarkar S. By Data Mining (ICDM), 2013 IEEE 13th International Conference on 1067-1072 (2013)
A Pseudo-Relevance Feedback Based Method to Find Comprehensive Web Documents Prasath R., Sarkar S. By Mexican International Conference on Artificial Intelligence. 355-366 (2013)
Anytime Algorithms for Mining Groups with Maximum Coverage Vadlamudi S., Chakrabarti P. P., Sarkar S. By 10th Australasian Data Mining Conference 209-220 (2012)
Preference Relation Based Matrix Factorization for Recommender Systems in 20th International Conference on User Modeling, Adaptation and Personalization Desarkar M. S., Saxena R. , Sarkar S. By UMAP 2012, Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization 63-75 (2012)
An Efficient Technique for De-Noising Sentences using Monolingual Corpus and Synonym Dictionary Chatterji S., Chatterjee D. , Sarkar S. By Proceedings of COLING 2012: Demonstration Papers 59-66 (2012)
User based Collaborative Filtering with Temporal Information for Purchase Data Desarkar M. S., Sarkar S. By KDIR 2012 Proceedings of the International Conference on Knowledge Discovery and Information Retrieval 55-64 (2012)
Displacement Based Unsupervised Metric for Evaluating Rank Aggregation Desarkar M., Sarkar S. , Joshi R. By PReMI 2011 268-273 (2011)
Lattice Based Lexical Translation in Bengali Hindi Machine Translation Framework Chatterji S., Sonare P. , Sarkar S. , Basu A. By 9th International Conference on Natural Language Processing, 53-60 (2011)
Prenominal Modifier Ordering in Bengali Text Generation Das S., Basu A. , Sarkar S. By Computational Linguistics and Intelligent Text Processing. CICLing 2011 439-450 (2011)
Unsupervised Feature Generation using Knowledge Repositories for Effective Text Categorization Prasath R., Sarkar S. By ECAI 2010, 19th European Conference on Artificial Intelligence 1101-1102 (2010)
Aggregating preference graphs for collaborative rating prediction Desarkar M. S., Sarkar S. , Mitra P. By Proceedings of the 2010 {ACM} Conference on Recommender Systems, RecSys 2010 21-28 (2010)
Grammar driven rules for Hybrid Bengali Dependency Chatterji S., Sonare P. , Sarkar S. , Roy D. By 7th International Conference on Natural Language Processing - (2009)
Learning Age and Gender of Blogger from Stylistic Variation Rustagi M., Prasath R. , Goswami S. , Sarkar S. By Pattern Recognition and Machine Intelligence, Third International Conference, 2009 205-212 (2009)
Stylometric Analysis of Bloggers' Age and Gender Goswami S., Sarkar S. , Rustagi M. By Third International Conference on Weblogs and Social Media, {ICWSM} 2009 214-217 (2009)
A personalized information retrieval module for retrieving learning materials Roy D., Sarkar S. , Ghose S. By 2009 International Workshop on Technology for Education, {T4E} 2009 68-74 (2009)
A Semi-supervised Approach for Maximum Entropy Based Hindi Named Entity Recognition Saha S., Mitra P. , Sarkar S. By Pattern Recognition and Machine Intelligence, Third International Conference, 2009 225-230 (2009)
Word Clustering and Word Selection Based Feature Reduction for MaxEnt Based Hindi NER Saha S. K., Mitra P. , Sarkar S. By {ACL} 2008, Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics 488-495 (2008)
A Hybrid Feature Set based Maximum Entropy Hindi Named Entity Recognition Saha S. K., Sarkar S. , Mitra P. By Third International Joint Conference on Natural Language Processing, {IJCNLP} 2008 343-349 (2008)
A Hybrid Named Entity Recognition System for South and South East Asian Languages Saha S. K., Sarkar S. , Mitra P. By Third International Joint Conference on Natural Language Processing, {IJCNLP} 17-24 (2008)
Gazetteer Preparation for Named Entity Recognition in Indian Languages Saha S. K., Sarkar S. , Mitra P. By Third International Joint Conference on Natural Language Processing, {IJCNLP} 9-16 (2008)
IIT Kharagpur at TREC 2008 Blog Track Anil R., Sarkar S. By Proceedings of The Seventeenth Text REtrieval Conference, {TREC} 2008 1-9 (2008)
NLP tool contest: Statistical Machine Translation (English to Hindi) Goswami S., Shah N. , Roy D. , Sarkar S. By 6th INTERNATIONAL CONFERENCE ON NATURAL LANGUAGE PROCESSING 1-4 (2008)
Automatic Part-of-Speech Tagging for Bengali: An Approach for Morphologically Rich Languages in a Poor Resource Scenario Dandapat S., Sarkar S. , Basu A. By ACL 2007, Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics 221-224 (2007)
Evolution, Optimization, and Language Change: The Case of Bengali Verb Inflections, Computing and Historical Phonology Choudhury M., Jalan V. , Sarkar S. , Basu A. By SigMorPhon '07 Proceedings of Ninth Meeting of the ACL Special Interest Group in Computational Morphology and Phonology 65-74 (2007)
Sahayika: A framework for participatory authoring of knowledge structures for education domain Bhowmick P. K., Sarkar S. , Basu A. By 2007 International Conference on Information and Communication Technologies and Development, ICTD 2007 1-11 (2007)
Samvidha: A ICT system for personalized offline Internet Access for rural schools Bhowmik P., Sarkar S. , Chakraborty S. , Basu A. By 2007 International Conference on Information and Communication Technologies and Development, ICTD 1-9 (2007)
Shikshak: An Intelligent Tutoring System Authoring tool for rural education Chakraborty S., Bhattacharya T. , Basu A. , Sarkar S. By 2007 International Conference on Information and Communication Technologies and Development, ICTD 2007 1-10 (2007)
A Rewrite Rule based Model of Bangla Morpho-phonological Change Sarkar S. By Proceedings of International Conference on Computer Processing of Bangla (ICCPB) 1-8 (2006)
An Affinity based Greedy approach towards Chunking for Indian Languages Sarkar S. By 4th INTERNATIONAL CONFERENCE ON NATURAL LANGUAGE PROCESSING 55-62 (2005)
A personalized query module for online learning Sarkar S. By International conference on cognitive systems (ICCS) 1-10 (2005)
Automatic Annotation of Documents with Metadata for use with Tutoring System Sarkar S. By IICAI 2005 3576-3592 (2005)
Document type identification for use with intelligent tutoring systems Sarkar S. By Other Reputed Journal - (2005)
Exploring the Limits of Spellcheckers: A comparative Study in Bengali and English Sarkar S. By Proc. of the Second Symposium on Indian Morphology, Phonology and Language Engineering 60-65 (2005)
Inflectional Morphology Synthesis for Bengali Noun, Pronoun and Verb Systems Sarkar S. By Proc. of the National Conference on Computer Processing of Bangla (NCCPB 05) 34-43 (2005)
Acquisition of User Profile for Domain Specific Personalized Access Sarkar S. By 7th International Conference on Information Technology - (2004)
Automatic Extraction of Multiword Expressions in Bengali: An Approach for Miserly Resources Scenario Sarkar S. By Proceedings of International Conference on Natural Language Processing (ICON) 165-174 (2004)
Concept based query search in personalized tutoring system. International Conference on control, automation & communication systems Roy D., Sarkar S. , Ghose S. By ICCACS - (2004)
ABHIDHA: An extended WordNet for Indo-Aryan Languages Annam S., Choudhury M. , Sarkar S. , Basu A. By RIDE 2003 Proceedings. Seventeenth Workshop on Parallel and Distributed Simulation 1-8 (2003)
Automatic Query Refinement for online learning in Proceedings of the International Conference Roy D., Sarkar S. , Ghose S. By Proceedings of the International Conference Vidyakash 2002 - (2002)
Vernacular education and communication tool for people with multiple disabilities Basu A., Sarkar S. , Chakraborty K. , Bhattacharya S. , Patel R. By 2nd Development by Design conf. (DyD 02). - (2002)
Web Site Personalization Using User Profile Information Goel M., Sarkar S. By International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems, AH 2002 510-513 (2002)
Introducing Local Optimization for Effective Initialization and Crossover of Genetic Decision Trees Basak A., Sarkar S. By FLAIRS Conference 2001 367-371 (2001)
A System for Presenting Personalized and Organized Web Search Results Sarkar S., K. By Proc. Fourth International Canference on Information Technology: CIT 2001 - (2001)
Automata Theoretic Specification of Auxiliary Goals for planning in Stochastic Systems Niyogi R., Sarkar S. , Chakrabarti P. By Fourth International Canference on Information Technology: CIT 2001 - (2001)
CROWSE: A System for Organizing Repositories and Web Search Results K., Sarkar S. By SIGIR '01: Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval 457-457 (2001)
Conversion of unstructured text to structured hypertext form Sarkar S., Shivaprasad K. , Jana R. , Barua S. By International Forum cum Conference on Information Technology and Communication at the Dawn of the New Millennium, - (2000)
Effective Taxonomy Generation for Text Repositories Sarkar S., K. By Proceedings of the International Conference, KBCS2000 141-151 (2000)
Logical Specification of Goals, Proceedings of Third International Conference on Information Technology Niyogi R., Sarkar S. By Proceedings of Third International Conference on Information Technology 2000 77-82 (2000)
Specification of planning goals in branching time logic in stochastic systems Sarkar S. By Proceedings of the International Conference, KBCS2000 422-433 (2000)
Study of Methods for Model Reduction in Transition Systems Sarkar S., Subramainam A. , Neogi R. By Proceedings of the IEEE International Conference on Systems, Man & Cybernetics: "Cybernetics Evolving to Systems, Humans, Organizations, and their Complex Interactions 172-176 (2000)

Book Chapter/Section

Artificial Intelligence in Classroom and Beyond Sarkar S., Taneja A. By A Collection of Policy Briefs on AI 27-32 (2021)
Potential Application of Advanced Computational Techniques in Prediction of Groundwater Resource of India Malakar P., Mukherjee A. , Sarkar S. By Groundwater of South Asia 643-655 (2018)
Advances in Semantic Computing Roy D., Sarkar S. , Ghose S. By A comparative study of learning Object Metadata, Learning Material Repositories and Automatic Metadata Annotation TMRF e-book series, Technomatehematics Research Foundation, Advances in Semantic Computing 103-126 (2010)

Workshop

A Graph Convolution Network-based System for Technical Domain Identification Kuila A., Das A. , Sarkar S. By Proceedings of the 17th International Conference on Natural Language Processing: 2020 Shared Task, 6-10 (2020)
Improved Session based Recommendation using Graph-based Item Embedding Srilakshmi M., Chowdhury G. , Sarkar S. By The 2020 SIGIR Workshop on eCommerce, in conjunction with SIGIR 2020 1-5 (2020)
Neural Factorization for Offer Recommendation using Knowledge Graph Embeddings Chowdhury G., Srilakshmi M. , Chian M. , Sarkar S. By Proceedings of the {SIGIR} 2019 Workshop on eCommerce, co-located with the 42st International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, eCom@SIGIR 2019, 1-6 (2019)
Biomedical Relation Classification by single and multiple source domain adaptation Chakraborty S., Sarkar S. , Goyal P. , Gattu M. By Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis LOUHI@EMNLP 2019 75-80 (2019)
A Neural Network based Event Extraction System for Indian Languages Kuila A., Sarkar S. , Bussa S. By Working Notes of {FIRE} 2018 - Forum for Information Retrieval Evaluation 291-301 (2018)
An Event Extraction System via Neural Networks Kuila A., Sarkar S. By 9th meeting of Forum for Information Retrieval Evaluation 2017 136-139 (2017)
A study of attention-based Neural Machine Translation models on Indian Languages Das A., Yerra P. , Kumar K. , Sarkar S. By 6th Workshop on South and Southeast Asian Natural language Processing 153-162 (2016)
Prediction of Extreme Rainfall using Hybrid Convolutional -Long Short Term Memory Networks Gope S., Sarkar S. , Mitra P. By 6th International Workshop on Climate Informatics: CI 2016 45-48 (2016)
Development of a Bengali parser by cross-lingual transfer from Hindi Das A., Saha A. , Sarkar S. By WSSANLP 2016: 6th Workshop on South and Southeast Asian Natural language Processing 33-43 (2016)
Query Translation for Cross-Language Information Retrieval using Multilingual Word Clusters Bhattacharya P., Goyal P. , Sarkar S. By Proceedings of the 6th Workshop on South and Southeast Asian Natural Language Processing (WSSANLP2016) 152-162 (2016)
Rating prediction using preference relations based matrix factorization Desarkar, M. S., Sarkar S. By UMAP Workshops 2012 1-12 (2012)
Repairing Bengali Verb Chunks for Improved Bengali to Hindi Machine Translation Chatterji S., Datta N. , A. D., Sarkar S. , Basu A. By Proceedings of the 10th Workshop on Asian Language Resources 65-74 (2012)
Translations of Ambiguous Hindi Pronouns to Possible Bengali Pronouns Chatterji S., Dhar A. , Sarkar S. , Basu A. By Proceedings 10th Workshop on Asian Language Resources, ALR@COLING 125-134 (2012)
Anaphora Resolution for Bengali, Hindi, and Tamil Using Random Tree Algorithm in Weka, NLP Tools Contest Chatterji S., Dhar A. , Barik B. , Kundu M. , Sarkar S. , Basu A. By Proceedings of ICON 2011 NLP TOOL CONTEST: 9th International Conference on Natural Language Processing 1-6 (2011)
Co-occurrence Graph Based Iterative Bilingual Lexicon Extraction From Comparable Corpora Proceedings Chatterjee D., Sarkar S. By 4th Workshop on Cross-Lingual Information Access 35-42 (2010)
Learning Multi Character Alignment Rules and Classification of Training Data for Transliteration Bose D., Sarkar S. By 2009 Named Entities Workshop: Shared Task on Transliteration, NEWS@IJCNLP 2009 61-64 (2009)
A hybrid approach for Bengali to Hindi Machine Translation Chatterji S., Roy D. , Sarkar S. , Basu A. By Proceedings of the IJCNLP-08 Workshop on NER for South and South East Asian languages 17-24 (2009)
Transliteration based Gazetteer Preparation for Named Entity Recognition in Hindi Proceedings Saha S. K., Sarkar S. , Mitra P. By Proceedings of the 6th Workshop on Asian Language Resources 9-16 (2008)
A comparative study of statistical features of language in blogs-vs-splogs Datta S., Sarkar S. By Second Workshop on Analytics for Noisy Unstructured Text Data, {AND} 2008 63-66 (2008)
Bengali and Hindi to English CLIR Evaluation Mandal D., Dandapat S. , Gupta M. , Banerjee P. , Sarkar S. By CLEF 2007, dvances in Multilingual and Multimodal Information Retrieval 95-102 (2008)
Bengali and Hindi to English Cross-language Text Retrieval under Limited Resources Mandal D., Dandapat S. , Gupta M. , Banerjee P. , Sarkar S. By Third International Joint Conference on Natural Language Processing, {IJCNLP} 2008 65-65 (2008)
Bengali and Hindi to English CLIR Evaluation D., Gupta M. , Dandapat S. , Banerjee P. , Sarkar S. By Advances in Multilingual and Multimodal Information Retrieval, 8th Workshop of the Cross-Language Evaluation Forum, CLEF 2007 95-102 (2007)
Generating Instrumental Expressions in a Multilingual Question-Answering System Choudhury M., Murguia E. , Sarkar S. , Moriceau V. , Kawtrakul A. , Saint-dizier P. By IJCAI-07 workshop - (2007)
A Conceptual Analysis of the Notion of Instrumentality via a Multilingual Analysis Sarkar S. By 3rd ACL-SIGSEM 51-56 (2006)
The affects of Inflectional and Derivational Morphology in Bengali Phonology and its Implications in Speech Technology Sarkar S. By Workshop on Morphology - (2005)
A Diachronic Approach for Schwa Deletion in Indo-Aryan Languages Choudhury M., Basu A. , Sarkar S. By Proceedings of the 7th Meeting of the ACL Special Interest Group in Computational Phonology: Current Themes in Computational Phonology and Morphology 20-26 (2004)

Congress

Artificial Intelligence application for predicting groundwater resources of northern South Asia Malakar P., Mukherjee A. , Bhanja S. N., Saha D. , Ray D. , Sarkar S. , Zahid A. By 36th International Geological Congress 3383-4314 (2020)

Educational Package

Machine Learning Sarkar S. By - (2016)

Improving Cross Language Information Retrieval Using Corpus Based Query Suggestion Approach Rajendra Prasath, Sudeshna Sarkar, and Philip O Reilly By Computational Linguistics and Intelligent Text Processing, 16th Intl Conference, CICLING 2015 448-457 (2015)
A Hybrid Model for Part-of-Speech Tagging and its Application to Bengali Sandipan Dandapat, Sudeshna Sarkar, Anupam Basu By International Conference on Computational Intelligence 2004 169-172 (2004)

Symposium

Improving text categorization using hyperlinks in external knowledge repository Prasath R., Sarkar S. By Proc. of the First Norwegian Aritificial Intelligence Symposium (NAIS 2009) 79-90 (2009)
Learning Schwa Pronounceability Rules in Bengali Compound Words using Decision Trees Sarkar S. By Proc. of the Second Symposium on Indian Morphology, Phonology and Language Engineering (SIMPLE'05) 49-55 (2005)
Isolated-word Error Correction for Partially Phonemic Languages using Phonetic Cues Bansal B., Choudhury M. , Sarkar S. , Basu A. , Ray P. By Proc. of the International Conference on Knowledge based Computer Systems (KBCS 2004) - (2004)
Schwa Deletion and Syllable Economy in Indo-Aryan Languages Choudhury M., Basu A. , Sarkar S. By Lecture Compendium of Symposium on Indian Morphology, Phonology & Language Engineering (SIMPLE'04 35-38 (2004)
A Machine Translation and Natural Language Generation Framework using a Semantic Frame-based Interlingua Sarkar S. By Symposium on Indian Morphology, Phonology & Language Engineering (SIMPLE'04) 95-98 (2004)
A System for Personalized Information Retrieval based on Domain Knowledge Bhowmick P., Roy D. , Sarkar S. , Basu A. , Sarkar S. By National Trends in Computational Mathematics - (2003)
Three Stage Refinement Method of Information Retrieval with application to newspaper articles and online documents Kumar R., Sarkar S. By ISAI 2001 295-301 (2001)
Using Hybrid Genetic Programming to Design Effective Adaptive Neural Networks Basak A., Sarkar S. By International Symposium on Artificial Intelligence, International Symposium on Artificial Intelligence 255-263 (2001)

Computer Science and Engineering

Faculty

Research Areas

Principal Investigator

Co-Principal Investigator

Ph. D. Students

Alapan Kuila

Aniruddha Roy

Anshuman Vatsyayan

Ayan Maity

Javed Ali

Joy Mustafi

Jyoti Kumari

Madiraju Srilakshmi

Manoranjan Behera

Namita Bajpai

Nilanjan Mukherjee

Russel Aziz

Shankho Subhra Pal

Soma Bandyopadhyay

Subhankar Maity

Surajit Dutta Gupta

MS Students

Anindita Mandal

Niladitya Debnath

Sayantan Basu

Sinchani Chakraborty

Utsav Bandyopadhyay Maulik