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Picture for Shib Sankar Dasgupta

Box Embeddings: An open-source library for representation learning using geometric structures


Sep 10, 2021
Tejas Chheda, Purujit Goyal, Trang Tran, Dhruvesh Patel, Michael Boratko, Shib Sankar Dasgupta, Andrew McCallum

* The source code and the usage and API documentation for the library is available at https://github.com/iesl/box-embeddings and https://www.iesl.cs.umass.edu/box-embeddings/main/index.html 

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Word2Box: Learning Word Representation Using Box Embeddings


Jun 28, 2021
Shib Sankar Dasgupta, Michael Boratko, Shriya Atmakuri, Xiang Lorraine Li, Dhruvesh Patel, Andrew McCallum

* Work in progress 

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Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning


Apr 09, 2021
Xuelu Chen, Michael Boratko, Muhao Chen, Shib Sankar Dasgupta, Xiang Lorraine Li, Andrew McCallum

* NAACL-HLT 2021 

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Improving Local Identifiability in Probabilistic Box Embeddings


Oct 29, 2020
Shib Sankar Dasgupta, Michael Boratko, Dongxu Zhang, Luke Vilnis, Xiang Lorraine Li, Andrew McCallum

* Accepted at NeurIPS2020 

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Dating Documents using Graph Convolution Networks


Feb 01, 2019
Shikhar Vashishth, Shib Sankar Dasgupta, Swayambhu Nath Ray, Partha Talukdar

* Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics 2018 
* Accepted at ACL 2018 

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