Sudeshna Sarkar

According to our database1, Sudeshna Sarkar authored at least 88 papers between 1998 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Using Communities of Words Derived from Multilingual Word Vectors for Cross-Language Information Retrieval in Indian Languages.
ACM Trans. Asian & Low-Resource Lang. Inf. Process., 2019

Neural Factorization for Offer Recommendation using Knowledge Graph Embeddings.
Proceedings of the SIGIR 2019 Workshop on eCommerce, 2019

Fully Contextualized Biomedical NER.
Proceedings of the Advances in Information Retrieval, 2019

Recommendation for Multi-stakeholders and through Neural Review Mining.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Drug-Drug Interactions Prediction Based on Drug Embedding and Graph Auto-Encoder.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

Biomedical Relation Classification by single and multiple source domain adaptation.
Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis LOUHI@EMNLP 2019, 2019

2018
Concept to code: learning distributed representation of heterogeneous sources for recommendation.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

A Neural Network based Event Extraction System for Indian Languages.
Proceedings of the Working Notes of FIRE 2018, 2018

2017
Recommendation of High Quality Representative Reviews in e-commerce.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Product Recommendations Enhanced with Reviews.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Leveraging Convolutions in Recurrent Neural Networks for Doppler Weather Radar Echo Prediction.
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017

A deep learning based approach with adversarial regularization for Doppler weather radar ECHO prediction.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

An Event Extraction System via Neural Networks.
Proceedings of the Working notes of FIRE 2017, 2017

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, 2017

Decision recommendation system for transporters in an online freight exchange platform.
Proceedings of the 9th International Conference on Communication Systems and Networks, 2017

2016
Cross-Language Information Retrieval with Incorrect Query Translations.
Polibits, 2016

Preference relations based unsupervised rank aggregation for metasearch.
Expert Syst. Appl., 2016

Using Word Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval.
Computación y Sistemas, 2016

UsingWord Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval.
CoRR, 2016

A study of attention-based neural machine translation model on Indian languages.
Proceedings of the 6th Workshop on South and Southeast Asian Natural Language Processing, 2016

Development of a Bengali parser by cross-lingual transfer from Hindi.
Proceedings of the 6th Workshop on South and Southeast Asian Natural Language Processing, 2016

Query Translation for Cross-Language Information Retrieval using Multilingual Word Clusters.
Proceedings of the 6th Workshop on South and Southeast Asian Natural Language Processing, 2016

Early Prediction of Extreme Rainfall Events: A Deep Learning Approach.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2016

Identifying and Characterizing Truck Stops from GPS Data.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2016

Cross-lingual transfer parser from Hindi to Bengali using delexicalization and chunking.
Proceedings of the 13th International Conference on Natural Language Processing, 2016

Enhancing Neural Network Based Dependency Parsing Using Morphological Information for Hindi.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

2015
Assisting web document retrieval with topic identification in tourism domain.
Web Intelligence, 2015

Segmenting Highway Network Based on Speed Profiles.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Improving Cross Language Information Retrieval Using Corpus Based Query Suggestion Approach.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

2014
A dependency annotation scheme for Bangla treebank.
Language Resources and Evaluation, 2014

Personalized Search over Medical Forums.
Proceedings of the Mining Intelligence and Knowledge Exploration, 2014

RI for IR: Capturing Term Contexts Using Random Indexing for Comprehensive Information Retrieval.
Proceedings of the Human-Inspired Computing and Its Applications, 2014

Accurate Identification of the Karta (Subject) Relation in Bangla.
Proceedings of the 11th International Conference on Natural Language Processing, 2014

Handling Plurality in Bengali Noun Phrases.
Proceedings of the 11th International Conference on Natural Language Processing, 2014

Pattern based pruning of morphological alternatives of Bengali wordforms.
Proceedings of the 2014 International Conference on Advances in Computing, 2014

2013
Query Expansion Using PRF-CBD Approach for Documents Retrieval.
Proceedings of the Pattern Recognition and Machine Intelligence, 2013

A Pseudo-Relevance Feedback Based Method to Find Comprehensive Web Documents.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2013

A Mobility Simulation Framework Of Humans With Group Behavior Modeling.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012
A comparative study on feature reduction approaches in Hindi and Bengali named entity recognition.
Knowl.-Based Syst., 2012

Preference Relation Based Matrix Factorization for Recommender Systems.
Proceedings of the User Modeling, Adaptation, and Personalization, 2012

Rating prediction using preference relations based matrix factorization.
Proceedings of the Workshop and Poster Proceedings of the 20th Conference on User Modeling, 2012

User based Collaborative Filtering with Temporal Information for Purchase Data.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

An Efficient Technique for De-Noising Sentences using Monolingual Corpus and Synonym Dictionary.
Proceedings of the COLING 2012, 2012

Anytime Algorithms for Mining Groups with Maximum Coverage.
Proceedings of the Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, 2012

A Hybrid Dependency Parser for Bangla.
Proceedings of the 10th Workshop on Asian Language Resources, 2012

Translations of Ambiguous Hindi Pronouns to Possible Bengali Pronouns.
Proceedings of the 10th Workshop on Asian Language Resources, 2012

Repairing Bengali Verb Chunks for Improved Bengali to Hindi Machine Translation.
Proceedings of the 10th Workshop on Asian Language Resources, 2012

2011
Displacement Based Unsupervised Metric for Evaluating Rank Aggregation.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011

Prenominal Modifier Ordering in Bengali Text Generation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

2010
A composite kernel for named entity recognition.
Pattern Recognition Letters, 2010

Ontology Based User Modeling for Personalized Information Access.
IJCSA, 2010

A Framework for Manual Ontology Engineering for Management of Learning Material Repository.
IJCSA, 2010

Aggregating preference graphs for collaborative rating prediction.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Unsupervised Feature Generation using Knowledge Repositories for Effective Text Categorization.
Proceedings of the ECAI 2010, 2010

2009
Feature selection techniques for maximum entropy based biomedical named entity recognition.
Journal of Biomedical Informatics, 2009

A personalized information retrieval module for retrieving learning materials.
Proceedings of the 2009 International Workshop on Technology for Education, 2009

A Semi-supervised Approach for Maximum Entropy Based Hindi Named Entity Recognition.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Learning Age and Gender of Blogger from Stylistic Variation.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Stylometric Analysis of Bloggers' Age and Gender.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

Learning Multi Character Alignment Rules and Classification of Training Data for Transliteration.
Proceedings of the 2009 Named Entities Workshop: Shared Task on Transliteration, 2009

2008
Named Entity Recognition in Hindi using Maximum Entropy and Transliteration.
Polibits, 2008

Automatic Extraction of Pedagogic Metadata from Learning Content.
I. J. Artificial Intelligence in Education, 2008

IIT Kharagpur at TREC 2008 Blog Track.
Proceedings of The Seventeenth Text REtrieval Conference, 2008

A comparative study of statistical features of language in blogs-vs-splogs.
Proceedings of the Second Workshop on Analytics for Noisy Unstructured Text Data, 2008

A Hybrid Feature Set based Maximum Entropy Hindi Named Entity Recognition.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

A Hybrid Named Entity Recognition System for South and South East Asian Languages.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Bengali and Hindi to English CLIR Evaluation.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Word Clustering and Word Selection Based Feature Reduction for MaxEnt Based Hindi NER.
Proceedings of the ACL 2008, 2008

Gazetteer Preparation for Named Entity Recognition in Indian Languages.
Proceedings of the 6th Workshop on Asian Language Resources, 2008

2007
Investigation and modeling of the structure of texting language.
IJDAR, 2007

Regular Expression Matching for Multi-script Databases.
IEEE Data Eng. Bull., 2007

Evolution, Optimization, and Language Change: The Case of Bengali Verb Inflections.
Proceedings of Ninth Meeting of the ACL Special Interest Group in Computational Morphology and Phonology, 2007

Shikshak: An Intelligent Tutoring System Authoring tool for rural education.
Proceedings of the 2007 International Conference on Information and Communication Technologies and Development, 2007

Samvidha: A ICT system for personalized offline Internet Access for rural schools.
Proceedings of the 2007 International Conference on Information and Communication Technologies and Development, 2007

Sahayika: A framework for participatory authoring of knowledge structures for education domain.
Proceedings of the 2007 International Conference on Information and Communication Technologies and Development, 2007

Bengali and Hindi to English Cross-language Text Retrieval under Limited Resources.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Automatic Part-of-Speech Tagging for Bengali: An Approach for Morphologically Rich Languages in a Poor Resource Scenario.
Proceedings of the ACL 2007, 2007

2006
Multi-Agent Simulation of Emergence of Schwa Deletion Pattern in Hindi.
J. Artificial Societies and Social Simulation, 2006

2005
Automatic Annotation of Documents with Metadata for use with Tutoring System.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005

2004
A Diachronic Approach for Schwa Deletion in Indo Aryan Languages.
Proceedings of the 7th Meeting of the ACL Special Interest Group in Computational Phonology: Current Themes in Computational Phonology and Morphology, 2004

A Hybrid Model for Part-of-Speech Tagging and its Application to Bengali.
Proceedings of the International Conference on Computational Intelligence, 2004

2003
ABHIDHA: An extended WordNet for Indo-Aryan Languages.
Proceedings of the Thirteenth International Work Shop on Research Issues in Data Engineering: Multi-lingual Information Management, 2003

2002
Web Site Personalization Using User Profile Information.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2002

2001
CROWSE: A System for Organizing Repositories and Web Search Results.
Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001

Introducing Local Optimization for Effective Initialization and Crossover of Genetic Decision Trees.
Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

2000
Study of methods for model reduction in transition systems.
Proceedings of the IEEE International Conference on Systems, 2000

1998
Learning while solving problems in best first search.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 1998

A Framework for Learning in Search-Based Systems.
IEEE Trans. Knowl. Data Eng., 1998


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