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Shib Sankar Dasgupta
Shib Sankar Dasgupta
PhD in Computer Science, UMass Amherst
Dirección de correo verificada de umass.edu - Página principal
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HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
SS Dasgupta, SN Ray, P Talukdar
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
3902018
Dating Documents using Graph Convolution Networks
S Vashishth, SS Dasgupta, SN Ray, P Talukdar
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
602018
Improving Local Identifiability in Probabilistic Box Embeddings
S Dasgupta, M Boratko, D Zhang, L Vilnis, X Li, A McCallum
Advances in Neural Information Processing Systems 33, 2020
422020
Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning
X Chen, M Boratko, M Chen, SS Dasgupta, XL Li, A McCallum
arXiv preprint arXiv:2104.04597, 2021
332021
Representing Joint Hierarchies with Box Embeddings
D Patel, SS Dasgupta, M Boratko, X Li, L Vilnis, A McCallum
182020
Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings
S Dasgupta, M Boratko, S Mishra, S Atmakuri, D Patel, X Li, A McCallum
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
12*2022
An analysis of virtual nodes in graph neural networks for link prediction
EJ Hwang, V Thost, SS Dasgupta, T Ma
The First Learning on Graphs Conference, 2022
102022
AD3: Attentive Deep Document Dater
SN Ray, SS Dasgupta, P Talukdar
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
92018
Box Embeddings: An open-source library for representation learning using geometric structures
T Chheda, P Goyal, T Tran, D Patel, M Boratko, SS Dasgupta, ...
arXiv preprint arXiv:2109.04997, 2021
82021
Box-To-Box Transformation for Modeling Joint Hierarchies
SS Dasgupta, X Li, M Boratko, D Zhang, A McCallum
Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP …, 2020
62020
Min/Max Stability and Box Distributions
M Boratko, J Burroni, SS Dasgupta, A McCallum
42021
Revisiting Virtual Nodes in Graph Neural Networks for Link Prediction
EJ Hwang, V Thost, SS Dasgupta, T Ma
32021
Answering Compositional Queries with Set-Theoretic Embeddings
S Dasgupta, A McCallum, S Rendle, L Zhang
arXiv preprint arXiv:2306.04133, 2023
2023
MEASURE-THEORETIC SET REPRESENTATION LEARNING
M Boratko, D Patel, SS Dasgupta, A McCallum
2022
Timestamping Documents using GCNs
S Vashishth, SS Dasgupta, SN Ray, P Talukdar
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Artículos 1–15