Shourya Roy

Publication Activity (10 Years)

Years Active: 2002-2021
Publications (10 Years): 25

Top Topics

Quality Assurance

Text Classification

Transfer Learning

Multiple Domains

Top Venues

HCOMP (Works in Progress / Demos)

Publications

Salil Rajeev Joshi, Arpan Somani, Shourya Roy
ReLink: Complete-Link Industrial Record Linkage Over Hybrid Feature Spaces. ICDE (2021)
Salil Rajeev Joshi, Bharath Venkatesh, Dawn Thomas, Yue Jiao, Shourya Roy
A Natural Language and Interactive End-to-End Querying and Reporting System. COMAD/CODS (2020)
Sandya Mannarswamy, Shourya Roy, Saravanan Chidambaram
Tutorial on Software Testing & Quality Assurance for Machine Learning Applications from research bench to real world. COMAD/CODS (2020)
Himanshu Sharad Bhatt, Shourya Roy, Lokesh Bhatnagar, Chetan Lohani, Vinit Jain
Digital Auditor: A Framework for Matching Duplicate Invoices. ICDAR (2019)
Himanshu Sharad Bhatt, Shourya Roy, Arun Rajkumar, Sriranjani Ramakrishnan
Learning Transferable Feature Representations Using Neural Networks. ACL (1) (2019)
Sandya Mannarswamy, Shourya Roy
Evolving AI from Research to Real Life - Some Challenges and Suggestions. IJCAI (2018)
Anirban Sen, Manjira Sinha, Sandya Mannarswamy, Shourya Roy
Stance classification of multi-perspective consumer health information. COMAD/CODS (2018)
Ganesh J, Himanshu Sharad Bhatt, Manjira Sinha, Shourya Roy
Multi-part Representation Learning For Cross-domain Web Content Classification Using Neural Networks. HT (2017)
Anirban Sen, Manjira Sinha, Sandya Mannarswamy, Shourya Roy
Multi-task Representation Learning for Enhanced Emotion Categorization in Short Text. PAKDD (2) (2017)
Sachin Kumar, Soumen Chakrabarti, Shourya Roy
Earth Mover's Distance Pooling over Siamese LSTMs for Automatic Short Answer Grading. IJCAI (2017)
Shreshtha Mundra, Anirban Sen, Manjira Sinha, Sandya Mannarswamy, Sandipan Dandapat, Shourya Roy
Fine-Grained Emotion Detection in Contact Center Chat Utterances. PAKDD (2) (2017)
Manjira Sinha, Sandya Mannarswamy, Shourya Roy
CHIS@FIRE: Overview of the Shared Task on Consumer Health Information Search. FIRE (Working Notes) (2016)
Vijay Huddar, Bapu Koundinya Desiraju, Vaibhav Rajan, Sakyajit Bhattacharya, Shourya Roy, Chandan K. Reddy
Predicting Complications in Critical Care Using Heterogeneous Clinical Data. IEEE Access 4 (2016)
Himanshu Sharad Bhatt, Manjira Sinha, Shourya Roy
Cross-domain Text Classification with Multiple Domains and Disparate Label Sets. ACL (1) (2016)
Himanshu S. Bhatt, Arun Rajkumar, Shourya Roy
Multi-Source Iterative Adaptation for Cross-Domain Classification. IJCAI (2016)
Sainyam Galhotra, Akhil Arora, Shourya Roy
Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models. SIGMOD Conference (2016)
Shourya Roy, Sandipan Dandapat, Ajay Nagesh, Yadati Narahari
Wisdom of Students: A Consistent Automatic Short Answer Grading Technique. ICON (2016)
Shourya Roy, Himanshu S. Bhatt, Y. Narahari
Transfer Learning for Automatic Short Answer Grading. ECAI (2016)
Shourya Roy, Sandipan Dandapat, Y. Narahari
A Fluctuation Smoothing Approach for Unsupervised Automatic Short Answer Grading. NLP-TEA@COLING (2016)
Himanshu Sharad Bhatt, Sandipan Dandapat, Balaji Peddamuthu, Shourya Roy, Sharmistha Jat, Deepali Semwal
SODA: Service Oriented Domain Adaptation Architecture for Microblog Categorization. HLT-NAACL Demos (2016)
Shourya Roy, Himanshu S. Bhatt, Y. Narahari
An Iterative Transfer Learning Based Ensemble Technique for Automatic Short Answer Grading. CoRR (2016)
Shourya Roy, Ragunathan Mariappan, Sandipan Dandapat, Saurabh Srivastava, Sainyam Galhotra, Balaji Peddamuthu
: A System for Real-Time Holistic Quality Assurance for Contact Center Dialogues. AAAI (2016)
Oliver Adams, Shourya Roy, Raghuram Krishnapuram
Distributed Vector Representations for Unsupervised Automatic Short Answer Grading. NLP-TEA@COLING (2016)
Sainyam Galhotra, Akhil Arora, Shourya Roy
Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models. CoRR (2016)
Ragunathan Mariappan, Balaji Peddamuthu, Preethi R. Raajaratnam, Sandipan Dandapat, Neeta Pande, Shourya Roy
QART: A Tool for Quality Assurance in Real-Time in Contact Centers. CIKM (2016)
Sainyam Galhotra, Akhil Arora, Srinivas Virinchi, Shourya Roy
ASIM: A Scalable Algorithm for Influence Maximization under the Independent Cascade Model. WWW (Companion Volume) (2015)
Himanshu Sharad Bhatt, Deepali Semwal, Shourya Roy
An Iterative Similarity based Adaptation Technique for Cross-domain Text Classification. CoNLL (2015)
Shourya Roy, Y. Narahari, Om D. Deshmukh
A Perspective on Computer Assisted Assessment Techniques for Short Free-Text Answers. CAA (2015)
Anuj Mahajan, Sharmistha Jat, Shourya Roy
Feature Selection for Short Text Classification using Wavelet Packet Transform. CoNLL (2015)
Vijay Huddar, Vaibhav Rajan, Sakyajit Bhattacharya, Shourya Roy
Predicting Postoperative Acute Respiratory Failure in critical care using nursing notes and physiological signals. EMBC (2014)
Anoop Kunchukuttan, Rajen Chatterjee, Shourya Roy, Abhijit Mishra, Pushpak Bhattacharyya
TransDoop: A Map-Reduce based Crowdsourced Translation for Complex Domain. ACL (Conference System Demonstrations) (2013)
Pallavi Manohar, Shourya Roy
Crowd, the Teaching Assistant: Educational Assessment Crowdsourcing. HCOMP (Works in Progress / Demos) (2013)
Shourya Roy, Chithralekha Balamurugan, Sujit Gujar
Sustainable employment in India by crowdsourcing enterprise tasks. ACM DEV (3) (2013)
L. Elisa Celis, Shourya Roy, Vivek Mishra
Lottery-Based Payment Mechanism for Microtasks. HCOMP (Works in Progress / Demos) (2013)
Julien Bourdaillet, Shourya Roy, Gueyoung Jung, Yu-An Sun
Crowdsourcing Translation by Leveraging Tournament Selection and Lattice-Based String Alignment. HCOMP (Works in Progress / Demos) (2013)
Jacki O'Neill, Shourya Roy, Antonietta Grasso, David B. Martin
Form digitization in BPO: from outsourcing to crowdsourcing? CHI (2013)
Chithralekha Balamurugan, Shourya Roy
Human computer interaction paradigm for business process task crowdsourcing. APCHI (2013)
Anoop Kunchukuttan, Shourya Roy, Pratik Patel, Kushal Ladha, Somya Gupta, Mitesh M. Khapra, Pushpak Bhattacharyya
Experiences in Resource Generation for Machine Translation through Crowdsourcing. LREC (2012)
Yu-An Sun, Shourya Roy, Greg Little
Beyond Independent Agreement: A Tournament Selection Approach for Quality Assurance of Human Computation Tasks. Human Computation (2011)
Daniel P. Lopresti, Shourya Roy, Klaus U. Schulz, L. Venkata Subramaniam
Special issue on noisy text analytics. Int. J. Document Anal. Recognit. 14 (2) (2011)
Roberto Basili, Daniel P. Lopresti, Christoph Ringlstetter, Shourya Roy, Klaus U. Schulz, L. Venkata Subramaniam
Summary of the 4th workshop on analytics for noisy unstructured text data (AND). CIKM (2010)
Sreangsu Acharyya, Sumit Negi, L. Venkata Subramaniam, Shourya Roy
Language independent unsupervised learning of short message service dialect. Int. J. Document Anal. Recognit. 12 (3) (2009)
Krishna Kummamuru, Deepak Padmanabhan, Shourya Roy, L. Venkata Subramaniam
Unsupervised segmentation of conversational transcripts. Stat. Anal. Data Min. 2 (4) (2009)
Daniel P. Lopresti, Shourya Roy, Klaus U. Schulz, L. Venkata Subramaniam
Special issue on noisy text analytics. Int. J. Document Anal. Recognit. 12 (3) (2009)
L. Venkata Subramaniam, Shourya Roy, Tanveer A. Faruquie, Sumit Negi
A survey of types of text noise and techniques to handle noisy text. AND (2009)
Hironori Takeuchi, L. Venkata Subramaniam, Tetsuya Nasukawa, Shourya Roy
Getting insights from the voices of customers: Conversation mining at a contact center. Inf. Sci. 179 (11) (2009)
Krishna Kummamuru, Deepak Padmanabhan, Shourya Roy, L. Venkata Subramaniam
Unsupervised Segmentation of Conversational Transcripts. SDM (2008)
Sreangsu Acharyya, Sumit Negi, L. Venkata Subramaniam, Shourya Roy
Unsupervised learning of multilingual short message service (SMS) dialect from noisy examples. AND (2008)
Shantanu Godbole, Shourya Roy
Text classification, business intelligence, and interactivity: automating C-Sat analysis for services industry. KDD (2008)
Shantanu Godbole, Shourya Roy
Text to Intelligence: Building and Deploying a Text Mining Solution in the Services Industry for Customer Satisfaction Analysis. IEEE SCC (2) (2008)
Shantanu Godbole, Shourya Roy
An integrated system for automatic customer satisfaction analysis in the services industry. KDD (2008)
Craig A. Knoblock, Daniel P. Lopresti, Shourya Roy, L. Venkata Subramaniam
Special issue on noisy text analytics. Int. J. Document Anal. Recognit. 10 (3-4) (2007)
Rajeev Gupta, Shourya Roy, Manish Bhide
Identity Delegation in Policy Based Systems. POLICY (2007)
Hironori Takeuchi, L. Venkata Subramaniam, Tetsuya Nasukawa, Shourya Roy, Sreeram Balakrishnan
A Conversation-Mining System for Gathering Insights to Improve Agent Productivity. CEC/EEE (2007)
Sumeet Agarwal, Shantanu Godbole, Diwakar Punjani, Shourya Roy
How Much Noise Is Too Much: A Study in Automatic Text Classification. ICDM (2007)
Hironori Takeuchi, L. Venkata Subramaniam, Shourya Roy, Diwakar Punjani, Tetsuya Nasukawa
Sentence boundary detection in conversational speech transcripts using noisily labeled examples. Int. J. Document Anal. Recognit. 10 (3-4) (2007)
Hironori Takeuchi, L. Venkata Subramaniam, Tetsuya Nasukawa, Shourya Roy
Automatic Identification of Important Segments and Expressions for Mining of Business-Oriented Conversations at Contact Centers. EMNLP-CoNLL (2007)
Shourya Roy, L. Venkata Subramaniam
Automatic Generation of Domain Models for Call-Centers from Noisy Transcriptions. ACL (2006)
Rajeev Gupta, Shourya Roy, Manish Bhide
Identity Delegation in Policy Based Systems. ICAC (2006)
Shourya Roy, Sachindra Joshi, Raghu Krishnapuram
Automatic categorization of web sites based on source types. Hypertext (2004)
Krishna Kummamuru, Rohit Lotlikar, Shourya Roy, Karan Singal, Raghu Krishnapuram
A hierarchical monothetic document clustering algorithm for summarization and browsing search results. WWW (2004)
Soumen Chakrabarti, Shourya Roy, Mahesh V. Soundalgekar
Fast and accurate text classification via multiple linear discriminant projections pp. VLDB J. 12 (2) (2003)
Soumen Chakrabarti, Shourya Roy, Mahesh V. Soundalgekar
Fast and Accurate Text Classification via Multiple Linear Discriminant Projections. VLDB (2002)