Michael Boratko
Michael Boratko
UMass Amherst
Verifierad e-postadress på cs.umass.edu
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Smoothing the Geometry of Probabilistic Box Embeddings
X Li, L Vilnis, D Zhang, M Boratko, A McCallum
International Conference on Learning Representations, 2019
322019
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset
M Boratko, H Padigela, D Mikkilineni, P Yuvraj, R Das, A McCallum, ...
Proceedings of the Workshop on Machine Reading for Question Answering …, 2018
292018
Improving Local Identifiability in Probabilistic Box Embeddings
SS Dasgupta, M Boratko, D Zhang, L Vilnis, XL Li, A McCallum
Advances in Neural Information Processing Systems, 2020
72020
ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning
M Boratko, XL Li, R Das, T O'Gorman, D Le, A McCallum
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
72020
Modeling Fine-Grained Entity Types with Box Embeddings
Y Onoe, M Boratko, G Durrett
arXiv preprint arXiv:2101.00345, 2021
42021
Representing Joint Hierarchies with Box Embeddings
D Patel, SS Dasgupta, M Boratko, XL Li, L Vilnis, A McCallum
Automated Knowledge Base Construction, 2020
42020
An Interface for Annotating Science Questions
M Boratko, H Padigela, D Mikkilineni, P Yuvraj, R Das, A McCallum, ...
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
32018
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
22021
Min/Max Stability and Box Distributions
M Boratko, J Burroni, SS Dasgupta, A McCallum
Uncertainty in Artificial Intelligence, 2021
12021
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
2021
Word2Box: Learning Word Representation Using Box Embeddings
SS Dasgupta, M Boratko, S Atmakuri, XL Li, D Patel, A McCallum
arXiv preprint arXiv:2106.14361, 2021
2021
Box-To-Box Transformation for Modeling Joint Hierarchies
SS Dasgupta, X Li, M Boratko, D Zhang, A McCallum
2020
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Artiklar 1–12