Shourya Roy

According to our database1, Shourya Roy authored at least 60 papers between 2002 and 2020.

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

Timeline

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PhD thesis 
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Bibliography

2020
Tutorial on Software Testing & Quality Assurance for Machine Learning Applications from research bench to real world.
Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

A Natural Language and Interactive End-to-End Querying and Reporting System.
Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

2019
Digital Auditor: A Framework for Matching Duplicate Invoices.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Learning Transferable Feature Representations Using Neural Networks.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Evolving AI from Research to Real Life - Some Challenges and Suggestions.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Stance classification of multi-perspective consumer health information.
Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2018

2017
Multi-task Representation Learning for Enhanced Emotion Categorization in Short Text.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Fine-Grained Emotion Detection in Contact Center Chat Utterances.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Earth Mover's Distance Pooling over Siamese LSTMs for Automatic Short Answer Grading.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-part Representation Learning For Cross-domain Web Content Classification Using Neural Networks.
Proceedings of the 28th ACM Conference on Hypertext and Social Media, 2017

2016
An Iterative Transfer Learning Based Ensemble Technique for Automatic Short Answer Grading.
CoRR, 2016

Predicting Complications in Critical Care Using Heterogeneous Clinical Data.
IEEE Access, 2016

Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models.
Proceedings of the 2016 International Conference on Management of Data, 2016

SODA: Service Oriented Domain Adaptation Architecture for Microblog Categorization.
Proceedings of the Demonstrations Session, 2016

Multi-Source Iterative Adaptation for Cross-Domain Classification.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Wisdom of Students: A Consistent Automatic Short Answer Grading Technique.
Proceedings of the 13th International Conference on Natural Language Processing, 2016

CHIS@FIRE: Overview of the Shared Task on Consumer Health Information Search.
Proceedings of the Working notes of FIRE 2016, 2016

Transfer Learning for Automatic Short Answer Grading.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

QART: A Tool for Quality Assurance in Real-Time in Contact Centers.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Cross-domain Text Classification with Multiple Domains and Disparate Label Sets.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

A Fluctuation Smoothing Approach for Unsupervised Automatic Short Answer Grading.
Proceedings of the 3rd Workshop on Natural Language Processing Techniques for Educational Applications, 2016

Distributed Vector Representations for Unsupervised Automatic Short Answer Grading.
Proceedings of the 3rd Workshop on Natural Language Processing Techniques for Educational Applications, 2016

QA<sup>RT</sup>: A System for Real-Time Holistic Quality Assurance for Contact Center Dialogues.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
ASIM: A Scalable Algorithm for Influence Maximization under the Independent Cascade Model.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

A Perspective on Computer Assisted Assessment Techniques for Short Free-Text Answers.
Proceedings of the Computer Assisted Assessment. Research into E-Assessment, 2015

Feature Selection for Short Text Classification using Wavelet Packet Transform.
Proceedings of the 19th Conference on Computational Natural Language Learning, 2015

An Iterative Similarity based Adaptation Technique for Cross-domain Text Classification.
Proceedings of the 19th Conference on Computational Natural Language Learning, 2015

2014
Predicting Postoperative Acute Respiratory Failure in critical care using nursing notes and physiological signals.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Crowd, the Teaching Assistant: Educational Assessment Crowdsourcing.
Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

Lottery-Based Payment Mechanism for Microtasks.
Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

Crowdsourcing Translation by Leveraging Tournament Selection and Lattice-Based String Alignment.
Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

Sustainable employment in India by crowdsourcing enterprise tasks.
Proceedings of the Annual Symposium on Computing for Development, 2013

Form digitization in BPO: from outsourcing to crowdsourcing?
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

Human computer interaction paradigm for business process task crowdsourcing.
Proceedings of the 11th Asia Pacific Conference on Computer Human Interaction, 2013

TransDoop: A Map-Reduce based Crowdsourced Translation for Complex Domain.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Experiences in Resource Generation for Machine Translation through Crowdsourcing.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

2011
Special issue on noisy text analytics.
Int. J. Document Anal. Recognit., 2011

Beyond Independent Agreement: A Tournament Selection Approach for Quality Assurance of Human Computation Tasks.
Proceedings of the Human Computation, 2011

2010
Summary of the 4th workshop on analytics for noisy unstructured text data (AND).
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Analytics for Noisy Unstructured Text A Data II.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Analytics for Noisy Unstructured Text Data I.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Unsupervised segmentation of conversational transcripts.
Stat. Anal. Data Min., 2009

Getting insights from the voices of customers: Conversation mining at a contact center.
Inf. Sci., 2009

Language independent unsupervised learning of short message service dialect.
Int. J. Document Anal. Recognit., 2009

A survey of types of text noise and techniques to handle noisy text.
Proceedings of the Third Workshop on Analytics for Noisy Unstructured Text Data, 2009

2008
Unsupervised learning of multilingual short message service (SMS) dialect from noisy examples.
Proceedings of the Second Workshop on Analytics for Noisy Unstructured Text Data, 2008

An integrated system for automatic customer satisfaction analysis in the services industry.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Text classification, business intelligence, and interactivity: automating C-Sat analysis for services industry.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Text to Intelligence: Building and Deploying a Text Mining Solution in the Services Industry for Customer Satisfaction Analysis.
Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007
Sentence boundary detection in conversational speech transcripts using noisily labeled examples.
Int. J. Document Anal. Recognit., 2007

Special issue on noisy text analytics.
Int. J. Document Anal. Recognit., 2007

A Conversation-Mining System for Gathering Insights to Improve Agent Productivity.
Proceedings of the 9th IEEE International Conference on E-Commerce Technology (CEC 2007) / 4th IEEE International Conference on Enterprise Computing, 2007

How Much Noise Is Too Much: A Study in Automatic Text Classification.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Automatic Identification of Important Segments and Expressions for Mining of Business-Oriented Conversations at Contact Centers.
Proceedings of the EMNLP-CoNLL 2007, 2007

2006
Identity Delegation in Policy Based Systems.
Proceedings of the 3rd International Conference on Autonomic Computing, 2006

Automatic Generation of Domain Models for Call-Centers from Noisy Transcriptions.
Proceedings of the ACL 2006, 2006

2004
A hierarchical monothetic document clustering algorithm for summarization and browsing search results.
Proceedings of the 13th international conference on World Wide Web, 2004

Automatic categorization of web sites based on source types.
Proceedings of the HYPERTEXT 2004, 2004

2003
Fast and accurate text classification via multiple linear discriminant projections pp.
VLDB J., 2003

2002
Fast and Accurate Text Classification via Multiple Linear Discriminant Projections.
Proceedings of 28th International Conference on Very Large Data Bases, 2002


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