P
Pallavi Choudhury
Researcher at Microsoft
Publications - 19
Citations - 908
Pallavi Choudhury is an academic researcher from Microsoft. The author has contributed to research in topics: Task (project management) & Facet (psychology). The author has an hindex of 9, co-authored 19 publications receiving 722 citations.
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Proceedings ArticleDOI
Representing Text for Joint Embedding of Text and Knowledge Bases
TL;DR: A model is proposed that captures the compositional structure of textual relations, and jointly optimizes entity, knowledge base, and textual relation representations, and significantly improves performance over a model that does not share parameters among textual relations with common sub-structure.
Proceedings Article
MSR SPLAT, a language analysis toolkit
Chris Quirk,Pallavi Choudhury,Jianfeng Gao,Hisami Suzuki,Kristina Toutanova,Michael Gamon,Wen-tau Yih,Colin Cherry,Lucy Vanderwende +8 more
TL;DR: MSR SPLAT is a toolkit for language analysis that allows easy access to the linguistic analysis tools produced by the NLP group at Microsoft Research, and can be used from a broad set of programming languages.
Patent
Facet recommendations from sentiment-bearing content
Bill Dolan,Margaret Mitchell,Jay Banerjee,Pallavi Choudhury,Susan Hendrich,Rebecca Mason,Ron Owens,Mouni Reddy,Yaxiao Song,Kristina Toutanova,Liang Xu,Xuetao Yin +11 more
TL;DR: In this paper, the Facet Recommender applies a machine-learned facet model and optional sentiment model, to identify facets associated with spans or segments of the content and to determine neutral, positive, or negative consumer sentiment associated with those facets and, optionally, things associated with them.
Proceedings Article
MSR-NLP Entry in BioNLP Shared Task 2011
TL;DR: This work explored methods of maintaining ambiguities and improving the syntactic representations, making the lexical information less brittle through clustering, and of exploring novel feature combinations and feature reduction.
Patent
Distributed routing table interface
Todd R. Manion,Kevin C. Ransom,Jeremy L. Dewey,Scott A. Senkeresty,Travis Luke,Upshur W. Parks,Brian R. Lieuallen,Pritam De,Pallavi Choudhury +8 more
TL;DR: In this article, the authors propose an API for starting and accessing distributed routing tables (DRT) functionality, which facilitates bootstrapping into the DRT by one or more devices of a group of devices seeking to collaborate over a serverless connection, establishing a node of the DRTs, where each node is an instance of an application that is participating in the mesh, and node participation by allowing the application to search for keys published by other nodes in a mesh, or by becoming part of the mesh by publishing a key.