Publications

  2016,  2015,  2014,  2013,  2012,  2011,  2010,  2009,  2008,  2007,  2006,  2005,  2004,  older publications

NLP,   Information Retrieval,   Education,   Planning,   Genetic Algorithms,   Learning in Search,   Program Slicing

2020

• Medical entity linking using triplet network
  I Mondal, S Purkayastha, S Sarkar, P Goyal, J Pillai, A Bhattacharyya, ...
  Proceedings of the 2nd Clinical Natural Language Processing Workshop; June 2019; ACL
  
• A Survey of the Model Transfer Approaches to Cross-Lingual Dependency Parsing
  A Das, S Sarkar
  ACM Transactions on Asian and Low-Resource Language Information Processing …        2020
• Improving cross-lingual model transfer by chunking
  A Das, S Sarkar
  arXiv preprint arXiv:2002.12097
  

2019

• The Impact of Flexible Platoon Formation Operations
  S Maiti, S Winter, L Kulik, S Sarkar
  IEEE Transactions on Intelligent Vehicles 5 (2), 229-239    2    2019
• Transform, Combine, and Transfer: Delexicalized Transfer Parser for Low-resource Languages
  A Das, S Sarkar
  ACM Transactions on Asian and Low-Resource Language Information Processing …    2    2019
• A little perturbation makes a difference: Treebank augmentation by perturbation improves transfer parsing; Ayan Das and Sudeshna Sarkar
  16th International Conference on Natural Language Processing (ICON), 2019, Hyderabad, India.
  
• Using Satellite‐Based Vegetation Cover as Indicator of Groundwater Storage in Natural Vegetation Areas
  SN Bhanja, P Malakar, A Mukherjee, M Rodell, P Mitra, S Sarkar
  Geophysical Research Letters 46 (14), 8082-8092    8    2019
• Neural Factorization for Offer Recommendation using Knowledge Graph Embeddings
  G Chowdhury, M Srilakshmi, M Chain, S Sarkar
  Proceedings of the {SIGIR} 2019 Workshop on eCommerce, co-located with the …
  
• Fully Contextualized Biomedical NER
  A Gupta, P Goyal, S Sarkar
  European Conference on Information Retrieval, ECIR 2019, 117-124
• Analysis of an Ad-hoc Platoon Formation and Dissolution Strategy on a Multi-lane Highway
  S Maiti, S Winter, L Kulik, S Sarkar
  Adventures in GeoComputation, (2019).
• AI for Weather Prediction
  S Sarkar, S Misra
  Geography and You 19 (22), 22-28        2019
• A little perturbation makes a difference: Treebank augmentation by perturbation improves transfer parsing
  A Das, S Sarkar
  Proceedings of the 16th International Conference on Natural Language Processing    1    2019
• Recommendation for Multi-stakeholders and through Neural Review Mining
  M Chelliah, Y Zheng, S Sarkar
  Proceedings of the 28th ACM international conference on information and …
  

2018

• Using Communities of Words Derived from Multilingual Word Vectors for Cross-Language Information Retrieval in Indian Languages
  P Bhattacharya, P Goyal, S Sarkar
  ACM Transactions on Asian and Low-Resource Language Information Processing …
  
• Application of Artificial Intelligence to predict moisture damage of hot mix asphalt mixes
  RK Veeraragavan, M Nivdya, R B. Mallick, M Nirala, S Sarkar; Proceedings of the Institution of Civil Engineers - Transport
  
• Concept to code: learning distributed representation of heterogeneous sources for recommendation
  O Sonie, S Sarkar, S Kumar: Proceedings of the 12th {ACM} Conference on Recommender Systems, RecSys 2018 …
  
• A Neural Network based Event Extraction System for Indian Languages; Alapan Kuila, Sarath Chandra Bussa, Sudeshna Sarkar; ; FIRE (Working notes), 291-301
  
• Pragnaditya Malakar, Abhijit Mukherjee, Sudeshna Sarkar; Potential Application of Advanced Computational Techniques in Prediction of Groundwater Resource of India; Groundwater of South Asia; Pages 643-655; Springer.
  
• Misra, Saptarshi; Sarkar, Sudeshna; Mitra, Pabitra; Statistical downscaling of precipitation using long short-term memory recurrent neural networks Theoretical and Applied Climatology; Springer; 134; pp 1179-1196 (201)

2017

• Mallick, Prabir; Sarkar, Sudeshna; Mitra, Pabitra; Decision recommendation system for transporters in an online freight exchange platform Communication Systems and Networks (COMSNETS), 2017 9th International Conference on 448-453 2017 IEEE
  
•  Singh, Sonam; Sarkar, Sudeshna; Mitra, Pabitra; Leveraging Convolutions in Recurrent Neural Networks for Doppler Weather Radar Echo Prediction International Symposium on Neural Networks 310-317 2017 Springer
• Chelliah, Muthusamy; Sarkar, Sudeshna;     Product Recommendations Enhanced with Reviews    Proceedings of the Eleventh ACM Conference on Recommender Systems; pp 398-399; 2017; ACM <\li>
• Paul, Debanjan; Sarkar, Sudeshna; Chelliah, Muthusamy; Kalyan, Chetan; Sinai Nadkarni, Prajit Prashant; Recommendation of high quality representative reviews in e-commerce Proceedings of the Eleventh ACM Conference on Recommender Systems 311-315 2017 ACM <\li>
• Singh, Sonam; Sarkar, Sudeshna; Mitra, Pabitra; A deep learning based approach with adversarial regularization for Doppler weather radar ECHO prediction Geoscience and Remote Sensing Symposium (IGARSS), 2017 IEEE International 5205-5208 2017 <\li>
• Kuila, Alapan; Sarkar, Sudeshna; An Event Extraction System via Neural Networks FIRE 2017 Working Notes 136-139 2017 <\li>
• Das, Ayan; Zaffar, Affan; Sarkar, Sudeshna; Delexicalized transfer parsing for low-resource languages using transformed and combined treebanks Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies 182-190 2017 <\li>

2016

• Maunendra Sankar Desarkar, Sudeshna Sarkar, Pabitra Mitra: Preference Relations Based Unsupervised Rank Aggregation for Metasearch Expert Systems with Applications Volume 49, 1 May 2016, Pages 86-98
• Bhattacharya, Paheli; Goyal, Pawan; Sarkar, Sudeshna; Using Word Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval. Computación y Sistemas; Vol: 20; Ni: 3; pp: 435-447, 2016
• Saha, Agnivo; Sarkar, Sudeshna; Enhancing Neural Network based Dependency Parsing Using Morphological Information for Hindi 17th International Conference on Intelligent Text Processing and Computational Linguistics, CICLING 2016; Vol 17, LNCS; 2016 <\li>
• Das, Ayan; Saha, Agnivo; Sarkar, Sudeshna; Development of a Bengali parser by cross-lingual transfer from Hindi 6th Workshop on South and Southeast Asian Natural Language Processing, WSSANLP 2016, collocated with COLING 2016 pp. 33-43; 2016
• Bhattacharya, Paheli; Goyal, Pawan; Sarkar, Sudeshna; Query Translation for Cross-Language Information Retrieval using Multilingual Word Clusters ; Proceedings of the 6th Workshop on South and Southeast Asian Natural Language Processing, WSSANLP, collocated with COLING 2016 pp 152-162; 2016
• Das, Ayan; Yerra, Pranay; Kumar, Ken; Sarkar, Sudeshna; A study of attention-based Neural Machine Translation models on Indian Languages Proceedings of the 6th Workshop on South and Southeast Asian Natural Language Processing, WSSANLP, collocated with COLING 2016; pp 163-172; 2016
• Das, Ayan; Saha, Agnivo; Sarkar, Sudeshna; Cross-lingual transfer parser from Hindi to Bengali using delexicalization and chunking; Proceedings of the 13th International Conference on Natural Language Processing pp 99-108; 2016
• Gope, Sulagna; Sarkar, Sudeshna; Mitra, Pabitra; Ghosh, Subimal; Early prediction of extreme rainfall events: a deep learning approach; Industrial Conference on Data Mining; pp 154-167 2016 Springer, Cham
• Sarkar, Sudeshna; Mitra, Sudeshna; Mitra, Pabitra; Identifying and Characterizing Truck Stops from GPS Data Advances in Data Mining. Applications and Theoretical Aspects: 16th Industrial Conference, ICDM 2016, New York, NY, USA, July 13-17, 2016. Proceedings 9728 168 2016 Springer
• Aziz, Russel; Kedia, Manab; Dan, Soham; Basu, Sayantan; Sarkar, Sudeshna; Mitra, Sudeshna; Mitra, Pabitra; Identifying and Characterizing Truck Stops from GPS Data; ICDM, Industrial Conference on Data Mining; pp168-182; 2016; Springer International Publishing

2015

2014

2013

2012

2011

Natural language Processing

1. Sujan Kumar Saha, Shashi Narayan, Sudeshna Sarkar, Pabitra Mitra.
   A Composite Kernel for Named Entity Recognition,
   Pattern Recognition Letters, Volume 31, Issue 12, 1 September 2010, Pages 1591-1597
2. Diptesh Chatterjee and Sudeshna Sarkar and Arpit Mishra,
   Co-occurrence Graph Based Iterative Bilingual Lexicon Extraction From Comparable Corpora,
   Proceedings of the 4th Workshop on Cross Lingual Information Access, COLING 2010 workshop, pp35-42, August, 2010. Beijing, China.
3. R. Rajendra Prasath and Sudeshna Sarkar,
   Unsupervised Feature Generation using Knowledge Repositories for Effective Text Categorization,
   Poster paper, in: Proc. of the 19th European Conference on Artificial Intelligence, Lisbon, Portugal, pp. 1101 - 1102, August 2010.
4. Sanjay Chatterji, Devshri Roy, Sudeshna Sarkar and Anupam Basu,
   A Hybrid Approach for Bengali to Hindi Machine Translation,
   International Conference on Natural Language Processing (ICON), , (2009)
5. Sumit Goswami, Sudeshna Sarkar, Mayur Rustagi,
   Stylometric Analysis of Bloggers. Age and Gender,
   Third International AAAI conference on Weblogs and Social Media, ICWSM 2009, San Jose, USA, (2009)
6. Sumit Das, Anupam Basu, and Sudeshna Sarkar,
   Syntactic Aggregation in Bengali Text Generation,
   International Conference on Natural Language Processing (ICON), , (2009)
7. Sujan Kumar Saha, Pabitra Mitra, Sudeshna Sarkar,
   A Semi-supervised Approach for Maximum Entropy Based Hindi Named Entity Recognition,
   Third International Conference on Pattern recognition and Machine Intelligence, Premi 09, Delhi, (2009)
8. Sanjay Chatterji, Praveen Sonare, Sudeshna Sarkar, Devshri Roy,
   Grammar driven rules for Hybrid Bengali Dependency parsing,
   NLP Tools Contest Workshop, ICON 2009, Hyderabad, (2009)
9. Mayur Rustagi, R Rajendra Prasath, Sumit Goswami, Sudeshna Sarkar,
   Learning Age and Gender of Blogger from Stylistic Variation,
   Third International Conference on Pattern recognition and Machine Intelligence, Premi 09, Delhi, (2009)
10. R.Rajendra Prasath and Sudeshna Sarkar,
    Improving text categorization using hyperlinks in external knowledge repository,
    in: Proc. of the First Norwegian Aritificial Intelligence Symposium(NAIS 2009), pp. 79-90, November 2009.
11. Dipankar Bose and Sudeshna Sarkar,
    Learning Multi Character Alignment Rules and Classification of Training Data for Transliteration,
    Named Entitied Workshop. ACL-IJCNLP 2009, Singapore, (2009)
12. Sujan Kumar Saha, Sudeshna Sarkar, Pabitra Mitra.
    Feature selection techniques for maximum entropy based biomedical named entity recognition.
    Journal of Biomedical Informatics. 2009
13. Sujan Kumar Saha; Pabitra Mitra; Sudeshna Sarkar
    Word Clustering and Word Selection Based Feature Reduction for MaxEnt Based Hindi NER
    Proceedings of ACL-08: HLT, June 2008, Columbus, OH, pp 488-495
14. Sujan Kumar Saha; Sudeshna Sarkar; Pabitra Mitra
    A Hybrid Feature Set based Maximum Entropy Hindi Named Entity Recognition
    Proceedings of the Third International Joint Conference on Natural Language Processing,
    January 2008, Hyderabad, India, pp 343--349
    
15. Sujan Kumar Saha, Sudeshna Sarkar and Pabitra Mitra
    Gazetteer Preparation for Named Entity Recognition in Indian Languages
    IJCNLP 2008, The Sixth Workshop on Asian Langauge resources
16. Sujan Kumar Saha; Sanjay Chatterji; Sandipan Dandapat; Sudeshna Sarkar; Pabitra Mitra
    A Hybrid Named Entity Recognition System for South and South East Asian Languages
    Proceedings of the IJCNLP-08 Workshop on Named Entity Recognition for South and South East Asian Languages
    Hyderabad, India, January, 2008, pp 17--24
17. Debasis Mandal; Sandipan Dandapat; Mayank Gupta; Pratyush Banerjee; Sudeshna Sarkar
    Bengali and Hindi to English CLIR Evaluation
    Proceedings of the 2nd workshop on Cross Lingual Information Access (CLIA) ,
    Hyderabad, India, January, 2008.
18. Monojit Choudhury, Rahul Saraf, Vijit Jain, Animesh Mukherjee, Sudeshna Sarkar, Anupam Basu
    Investigation and Modeling of the Structure of Texting Language
    International Journal on Document Analysis and Recognition (IJADR), Springer.
    Volume 10, Numbers 3-4, December 2007.
    pages 157--174.
19. Sudeshna Sarkar,
    Regular Expression Matching for Multiscript Databases,
    Bulletin on the Technical Committee on Data Engineering, IEEE Computer Society ( IEEE DEB), Volume 30, No 1, March 2007.
20. Sandipan Dandapat, Sudeshna Sarkar and Anupam Basu, (2007)
    Automatic Part-of-Speech Tagging for Bengali: An approach for morphologically rich languages in poor resource scenario,
    ACL 2007 ( ACL 2007), June 2007.
    
21. Monojit Choudhury, Vaibhav Jalan, Sudeshna Sarkar and Anupam Basu, (2007)
    Evolution, Optimization, and Language Change: The Case of Bengali Verb Inflections,
    Computing and Historical Phonology 9th meeting of ACL Special Interest Group for Computational Morphology and Phonology ( SIGMORPHON 2007), June, 2007.
    
22. Asanee Kawtrakul, Sudeshna Sarkar, Elixabete Murguia, and Patrick Saint-Dizier, (2007)
    Introducing Instruments in the Generative Lexicon
    GL 2007, Fourth International Workshop on Generative Approcahes to teh Lexicon, Paris, iMay 2007. pages 78-86, pub: Presses universite de Geneve, May, 2007.
    
23. Asanee Kawtrakul, Elixabete Murguia, Sudeshna Sarkar and Patrick Saint-Dizier, (2007)
    Investigating the Facets of Instrumentality
    Colloqe international sur la preposition, Caen, pub: Greyc, pages 56-64, September, 2007.
    
24. Sujan Kumar Saha, Sudeshna Sarkar, Pabitra Mitra
    Transliteration based Gazetteer Preparation for Named Entity Recognition in Hindi
    Proceedings of The Seventh International Symposium on Natural Language Processing (SNLP 2007)
    13th to 15th December, 2007, Pattaya, Thailand.
25. Monojit Choudhury, Anupam Basu, Sudeshna Sarkar, (2006)
    Multi-Agent Simulation of Emergence of Schwa Deletion Pattern in Hindi,
    The Journal of Artificial Societies and Social Simulation (JASSS), Volume 9, Issue 2, March 2006.
    URL: <http://jasss.soc.surrey.ac.uk/9/2/2.html>, ISSN: 1460-7425. 
26. Asanee Kawtrakul, Mukda Suktarachan, Bali Ranaivo-Malancon, Pek Kuan, Achla Raina, Sudeshna Sarkar, Alda Mari, Sina Zarriess, Elixabete Murguia, Patrick Saint-Dizier (2006)
    A Conceptual Analysis of the Notion of Instrumentality via a Multilingual Analysis
    Third ACL-SIGSEM Workshop on Prepositions, EACL 2006 workshop, Trento, Italy, April 2006. Sponsored by the ACL Special Interest Group on Semantics (ACL-SIGSEM)
    
27. Monojit Choudhury, Monjur Alam,  Sudeshna Sarkar and Anupam Basu (2006).
    A Rewrite Rule based Model of Bangla Morpho-phonological Change. 
    Proceedings of International Conference on Computer Processing of Bangla (ICCPB), Dhaka, Bangladesh (PDF)
28. Dipanjan Das, Monojit Choudhury, Sudeshna Sarkar and Anupam Basu (2005).
    An Affinity based Greedy approach towards Chunking for Indian Languages.
    Proceedings of the International Conference on Natural Language Processing (ICON 2005), pp. 55 - 62,  Kanpur, India (PDF)
29. Monojit Choudhury, Anupam Basu, Sudeshna Sarkar,
    The affects of Inflectional and Derivational Morphology in Bengali Phonology and its Implications in Speech Technology,
    Workshop on Morphology, Mar 2005, IIT Bombay
30. Samit Bhattacharya, Monojit Choudhury, Sudeshna Sarkar and Anupam Basu.
    Inflectional Morphology Synthesis for Bengali Noun, Pronoun and Verb Systems.
    In Proc. of the National Conference on Computer Processing of Bangla (NCCPB 05).pp. 34 - 43, Dhaka, BANGLADESH, Mar 2005.(PDF)
31. Anjan Banerjee, Monojit Choudhury, Sudeshna Sarkar and Anupam Basu.
    Learning Schwa Pronounceability Rules in Bengali Compound Words using Decision Trees.
    In Proc. of the Second Symposium on Indian Morphology, Phonology and Language Engineering (SIMPLE'05). Published by CIIL Mysore, pp. 49 - 55, Kharagpur, INDIA, Feb 2005.(PDF)
32. Aniruddh Bhatt, Monojit Choudhury, Sudeshna Sarkar and Anupam Basu.
    Exploring the Limits of Spellcheckers: A comparative Study in Bengali and English.
    In Proc. of the Second Symposium on Indian Morphology, Phonology and Language Engineering (SIMPLE'05). Published by CIIL Mysore, pp. 60 - 65, Kharagpur, INDIA, Feb 2005.(PDF)
33. Sandipan Dandapat, Sudeshna Sarkar, Anupam Basu.
    A Hybrid Model for Part-of-Speech Tagging and its Application to Bengali.
    International Conference on Computational Intelligence 2004: 169-172
34. Ashwini Agarwal, Biswajit Ray, Monojit Choudhury, Anupam Basu and Sudeshna Sarkar.
    Automatic Extraction of Multiword Expressions in Bengali: An Approach for Miserly Resources Scenario.
    Proc. of the International Conference on Natural Language Processing (ICON 2004). Allied Publishers, Hyderabad, INDIA   pp. 165 - 172, Dec 2004. (PDF)
35. Bhupesh Bansal, Monojit Choudhury, Pradipta Ranjan Ray, Sudeshna Sarkar and Anupam Basu.
    Isolated-word Error Correction for Partially Phonemic Languages using Phonetic Cues.
    Proc. of the International Conference on Knowledge based Computer
    Systems (KBCS 2004). Allied Publishers, Hyderabad, INDIA   Dec 2004. (PDF)
36. Monojit Choudhury, Anupam Basu and Sudeshna Sarkar.
    A Diachronic Approach for Schwa Deletion in Indo-Aryan Languages.
    Proc. of the Seventh Meeting of the ACL Special Interest Group in Computational Phonology (SIGPHON 2004). ACL, Barcelona,
    SPAIN,  pp. 20 - 26, July 2004. (PDF)
37. Monojit Choudhury, Anupam Basu and Sudeshna Sarkar.
    Schwa Deletion and Syllable Economy in Indo-Aryan Languages.
    Lecture Compendium of  Symposium on Indian Morphology, Phonology & Language Engineering (SIMPLE'04). IIT Kharagpur, INDIA, 35-38, March 2004
38. Sudeshna Sarkar, Anupam Basu, Pradipta Ranjan Ray, Monojit Choudhury and Samit Bhattacharya. A Machine Translation and Natural Language Generation Framework using a Semantic Frame-based Interlingua.
    Lecture Compendium of  Symposium on Indian Morphology, Phonology & Language Engineering (SIMPLE'04). IIT Kharagpur, INDIA, 95-98, March 2004
39. Shireesh Reddy Annam, Anupam Basu, Sudeshna Sarkar, Monojit Choudhury,
    "ABHIDHA: An Extended WordNet for Indo Aryan Language",
    Proceedings of 13th International Workshop on Research Issues on Data Engineering: Multi-lingual Information Management, 2003, IEEE, Hyderabad, India (RIDE 2003): 1-8
    
40. Anupam Basu, Sudeshna Sarkar, Koushik Chakraborty, Samit Bhattacharya, Rupal Patel.
    "Vernacular education and communication tool for people with multiple disabilities",
    10(11), DYD 2002
41. Monojit Choudhury, Sudeshna Sarkar and Anupam Basu (2005). NLP Activities at IIT Kharagpur. Special issue of Asia-Pacific Association for Machine Translation (AAMT) Journal, pp. 22-23. (DOC)

Information Retrieval

1. Maunendra S. Desarkar, Sudeshna Sarkar, and Pabitra Mitra
   Aggregating Preference Graphs for Collaborative Rating Prediction
   4th ACM Conference on Recommender Systems, RECSYS 2010, Barcelona, Sep 26-30, 2010.
2. Soumya Datta, Sudeshna Sarkar:
   A comparative study of statistical features of language in blogs-vs-splogs.
   AND 2008, Singapore, July 2008,  pp 63-66
3. Debasis Mandal; Sandipan Dandapat; Mayank Gupta; Pratyush Banerjee; Sudeshna Sarkar
   Bengali and Hindi to English CLIR Evaluation
   Proceedings of the 2nd workshop on Cross Lingual Information Access (CLIA) ,
   Hyderabad, India, January, 2008, page 65
   
4. Debasis Mandal, Mayank Gupta, Sandipan Dandapat, Pratyush Banerjee, Sudeshna Sarkar:
   Bengali and Hindi to English CLIR Evaluation.
   In Advances in Multilingual and Multimodal Information Retrieval, 8th Workshop of the Cross-Language Evaluation Forum, CLEF 2007, Budapest, Hungary, September 19-21, 2007, Revised Selected Papers,
   LNCS, Springer, Vol 5152/2008, pp 95-102
5. Kinshuman and Sudeshna Sarkar,
   CROWSE: A SYSTEM FOR ORGANIZING REPOSITORIES AND WEB SEARCH RESULTS,
   A demonstration paper in ACM SIGIR 2001, September 9-12, New Orleans, Louisiana, USA.
6. Sudeshna Sarkar, Kinshuman and Anupam Basu,
   A System for Presenting Personalized and Organized Web Search Results,
   In Proc. Fourth International Canference on Information Technology: CIT 2001, December 20-23, Gopalpur-on-Sea, India. Editors : A K Pujari, R Mahapatra. Tata McGraw-Hill ISBN: 0-07-047413-3
7. Sudeshna Sarkar, Kinshuman,
   Effective Taxonomy Generation for Text Repositories,
   Proceedings of the International Conference, KBCS2000, December 2000, pages 141-151. Editors: M Sasikumar, Durgesh Rao, P Ravi Prakash, NCST, Mumbai.
8. Mohit Goel and Sudeshna Sarkar,
   Web Site Personalization Using User Profile Information,
   Adaptive Hypermedia and Adaptive Web-Based Systems, Second International Conference, AH 2002, Malaga, Spain, May 29-31, 2002, Springer Verlag Lecture Notes in Computer Science, No 2347, ISBN : 3-540-43737-1, pp 510 - 513.
9. Mohit Goel and Sudeshna Sarkar,
   Web Site Personalization by learning user profile,
   Proceedings, IMEL 2002, Kharagpur, Feb 2002, pp 107 - 122. Allied Publishers.
10. Sudeshna Sarkar, K Shivaprasad, Rajib Lochan Saha and Supradeep Barua.
    Conversion of unstructured text to structured hypertext form,
    International Forum cum Conference on Information Technology and Communication at the Dawn of the New Millennium, August 1-4, 2000, Bangkok, Thailand, pp 99-109.
11. Rakesh Kumar and Sudeshna Sarkar,
    Three Stage Refinement Method of Information Retrieval with application to newspaper articles and online documents,
    ISAI 2001, December 18-20, Kolhapur. Artificial Intelligence : Future Trends, Allied Publishers, pp 295 - 301.
12. Sudeshna Sarkar and Rahul Venuraj,
    Template based information extraction and subsequent template matching,
    EAIT 2001, Kharagpur.

Education

1. Devshri Roy; Sudeshna Sarkar; Sujoy Ghosea
   A Personalized Information Retrieval Module for Retrieving Learning Materials
   International Workshop on technology for Education (T4E'09), August 4-6, Bangalore.
2. Devshri Roy, Sudeshna Sarkar and Sujoy Ghose
   Automatic Extraction of Pedagogic Metadata for Adaptive Learning
   International Journal of Artificial Intelligence in Education(IJAIED).
   Volume 18 ,  Issue 2  (April 2008)
   
   Pages 97-118  
Learning Material Annotation for Flexible Tutorial Systems,
Journal of Intelligent Systems, ( JIS), Vol. 16, No. 4, 2007.

3. Samit Bhattacharya, Sudeshna Sarkar, & Anupam Basu.
   Sanyog - A Speech Enabled Communication System for the Speech Impaired and People with Multiple Disorders
   Journal of Technology in Human Services (JTHS), PA: Haworth Press. Volume 25, Numbers 1-2, May 2007,  pages 177-180.
4. Devshri Roy, Sudeshna Sarkar and Sujoy Ghose,
   Automatic annotation of documents with metadata for use with tutoring systems,
   2nd Indian International conference on AI, IICAI 2005, Pune: 3576-3592.
5. Devshri Roy, Sudeshna Sarkar and Sujoy Ghose,
   Automatic Query Refinement for online learning
   in Proceedings of the International Conference, Vidyakash-2002, Editors: Mudur S P, Sasikumar M, Suresh D Dhamapurkar Publisher: Vikas Publishing House PVT LTD, 2002 ISBN: 81-259-1429-3
6. Samit Bhattacharya, Sudeshna Sarkar, Anupam Basu. "Speech Enabled Communication Tool for the Speech Impaired and People with Multiple Disorders." Proceedings of the seventh international conference of Human Services Information Technology Applications (HUSITA7). Hong Kong, China, 2004.
7. Samiran Sarkar, Plaban Kumar Bhowmick, Sudeshna Sarkar and Anupam Basu
   A System for Offline Internet Access for Education in Schools
   7th International Conference on Information Technology December 20-23, 2004, Hyderabad.
8. Plaban Kumar Bhowmick , Samiran Sarkar , Sudeshna Sarkar and Anupam Basu
   Acquisition of User Profile for Domain Specific Personalized Access
   7th International Conference on Information Technology December 20-23, 2004, Hyderabad.
9. S Sarkar, P K Bhowmick, D Roy, S Sarkar, A Basu and S Ghose,
   A System for Personalized Information Retrieval based on Domain Knowledge
   National Trends in Computational Mathematics, March 18-19, 2003.
   

Planning

1. Sudeshna Sarkar, P.P. Chakrabarti and Rajdeep Niyogi,
   Automata Theoretic Specification of Auxiliary Goals for planning in Stochastic Systems,
   In Proc. Fourth International Canference on Information Technology: CIT 2001, December 20-23, Gopalpur-on-Sea, India. Editors : A K Pujari, R Mahapatra. Tata McGraw-Hill ISBN: 0-07-047413-3
2. Sudeshna Sarkar, P.P. Chakrabarti, Rajdeep Niyogi and P. Dasgupta,
   Specification of planning goals in branching time logic in stochastic systems,
   Proceedings of the International Conference, KBCS2000, December 2000, pages 422-433. Editors: M Sasikumar, Durgesh Rao, P Ravi Prakash, NCST, Mumbai. Allied Publishers Ltd. ISBN 81-7764-110-7
3. Rajdeep Niyogi and Sudeshna Sarkar,
   Logical Specification of Goals, 
   Proceedings of Third International Conference on Information Technology 2000, December 2000, pages 77-82. Editors: R K Ghosh and Durgamadhab Misra, Tata McGraw-Hill. ISBN 0-07-043546-4
4. Sudeshna Sarkar, A V Subramaniam and Rajdeep Niyogi,
   Study of Methods for Model Reduction in Transition Systems,
   2000 IEEE International Conference on Systems, Man & Cybernetics, October 8-11, 2000. Nashville, Tennessee

Genetic Algorithms

1. Arindam Basak and Sudeshna Sarkar,
   Introducing local optimization for effective initialization and crossover of genetic decision trees,, in FLAIRS-2001, Special Track on Machine Learning, AAAI Press, May 2001.  The paper has been invited for publication in Vivek, published by NCST.
2. Arindam Basak and Sudeshna Sarkar,
   Using Hybrid Genetic Programming to Design Effective Adaptive Neural Networks,,
   Accepted in International Symposium on Artificial Intelligence, International Symposium on Artificial Intelligence, 2001, December 18-20, Kolhapur. Artificial Intelligence : Future Trends, Allied Publishers, pp 255 - 263.

Learning in Search

1. Sarkar, Sudeshna, Chakrabarti, P.P. and Ghose, Sujoy.
   ``A Framework and Algorithms for Learning in Search Based Systems'',
   In IEEE Trans. on Knowledge & Data Engineering, Vol. 10, No. 4, July/August 1998.
2. Sarkar, Sudeshna, Chakrabarti, P.P. and Ghose, Sujoy.
   ``Learning While Solving Problems in Best First Search.''
   In IEEE Transactions of Systems, Man & Cybernetics, Part A, Vol. 28, No. 4, July 1998, pp. 535-542.

Program Slicing

1. Mund, G B,Mall, R and Sarkar, S.
   An Efficient Dynamic Program Slicing Technique''.
   Information and Software Technology, Vol. 44 No. 2, pp 123-132, 2002.
2. Mund, G B,Mall, R and Sarkar, S.
   ``Computation of intraprocedural dynamic program slices''.
   Information and Software Technology, Vol. 45 , pp 499-512, 2003.