Sumit Negi

According to our database1, Sumit Negi authored at least 44 papers between 2003 and 2022.

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

Timeline

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PhD thesis 
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Links

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Bibliography

2022
Addressing Resource Scarcity across Sign Languages with Multilingual Pretraining and Unified-Vocabulary Datasets.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

First Workshop on Content Understanding and Generation for E-commerce.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Sub-Task Imputation via Self-Labelling to Train Image Moderation Models on Sparse Noisy Data.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Ad Headline Generation using Self-Critical Masked Language Model.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, 2021

Training Language Models under Resource Constraints for Adversarial Advertisement Detection.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, 2021

2020
ReStGAN: A step towards visually guided shopper experience via text-to-image synthesis.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

2016
Partial Multi-View Clustering using Graph Regularized NMF.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Search result diversification in Flickr.
Proceedings of the 8th International Conference on Communication Systems and Networks, 2016

Link Prediction in Heterogeneous Social Networks.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Smarter learning content management using the Learning Content Hub.
IBM J. Res. Dev., 2015

Labeling Educational Content with Academic Learning Standards.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

2014
Monitoring Food Safety Violation Reports from Internet Forums.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Identifying Diverse Set of Images in Flickr.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Discovering User-Communities and Associated Topics from YouTube.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Processing Interval Joins On Map-Reduce.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

Single Document Keyphrase Extraction Using Label Information.
Proceedings of the COLING 2014, 2014

2013
Inferring actor communities from videos.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Processing multi-way spatial joins on map-reduce.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

2012
D'MART: A Tool for Building and Populating Data Warehouse Model from Existing Reports and Tables.
Proceedings of the Web-Age Information Management - 13th International Conference, 2012

Characterizing user-subgroups in Flickr Group: A block LDA based approach.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Finding Subgroups in a Flickr Group.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Predicting User-to-content Links in Flickr Groups.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011
Mining bilingual topic hierarchies from unaligned text.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Labeling Unlabeled Data using Cross-Language Guided Clustering.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Discovering customer intent in real-time for streamlining service desk conversations.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Simultaneously improving CSAT and profit in a retail banking organization.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Handling Noisy Queries in Cross Language FAQ Retrieval.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

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

Customer-focused service management for contact centers.
IBM J. Res. Dev., 2009

Automatically Extracting Dialog Models from Conversation Transcripts.
Proceedings of the ICDM 2009, 2009

CRM Analytics Framework.
Proceedings of the 15th International Conference on Management of Data, 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

SMS based Interface for FAQ Retrieval.
Proceedings of the ACL 2009, 2009

Protecting Sensitive Customer Information in Call Center Recordings.
Proceedings of the 2009 IEEE International Conference on Services Computing (SCC 2009), 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

J2EE Architecture for Database Cluster-Based High Volume E-Commerce Web Applications.
Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008

Exploiting context to detect sensitive information in call center conversations.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Identification of class specific discourse patterns.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2006
Automatic Sales Lead Generation from Web Data.
Proceedings of the 22nd International Conference on Data Engineering, 2006

2005
TAP: A Platform for Enabling Enterprises to Develop Business Specific Text Analytic Applications.
Proceedings of the Advances in Data Management 2005, 2005

2004
The eShopmonitor: A comprehensive data extraction tool for monitoring Web sites.
IBM J. Res. Dev., 2004

EShopMonitor: A Web Content Monitoring Tool.
Proceedings of the 20th International Conference on Data Engineering, 2004

2003
A bag of paths model for measuring structural similarity in Web documents.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003


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