S
Soumen Chakrabarti
Researcher at Indian Institute of Technology Bombay
Publications - 208
Citations - 16289
Soumen Chakrabarti is an academic researcher from Indian Institute of Technology Bombay. The author has contributed to research in topics: Ranking (information retrieval) & Web page. The author has an hindex of 55, co-authored 208 publications receiving 15481 citations. Previous affiliations of Soumen Chakrabarti include University of California & Indian Institutes of Technology.
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Proceedings Article
Task-Specific Representation Learning for Web-Scale Entity Disambiguation
TL;DR: This work proposes a task-sensitive representation learning framework that learns mention dependent representations, followed by a common classifier in NED, and proves bounds for excess risk, which provide additional insight into the problem of multi-task representation learning.
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Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text
TL;DR: The authors synthesize labeled code-switched text from labeled monolingual text, which is more readily available, by replacing carefully selected subtrees of constituency parses of sentences in the resource-rich language with suitable token spans selected from automatic translations to the resourcepoor language.
Proceedings ArticleDOI
OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction
TL;DR: In this article, an iterative grid labeling (IGL) architecture is proposed for OpenIE, which treats OpenIE as a 2D grid labeling task and achieves state-of-the-art performance.
Proceedings Article
Proceedings of the 2008 International Conference on Web Search and Data Mining
TL;DR: For the first ever WSDM conference, it was decided to have only a single track of full-length papers and not have short papers, poster papers, or demos, although this might change over time.
Proceedings ArticleDOI
User interaction in the BANKS system: a demonstration
B. Aditya,Soumen Chakrabarti,Rushi Desai,Arvind Hulgeri,Hrishikesh Karambelkar,Rupesh Nasre,Parag,Sundararajarao Sudarshan +7 more
TL;DR: Some of the new features that have been added to the BANKS system to improve user interaction include an extended query model, richer support for user feedback and better display of answers.