Следене
Nicholas Monath
Nicholas Monath
PhD Student, University of Massachusetts Amherst
Потвърден имейл адрес: cs.umass.edu - Начална страница
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Позовавания
Позовавания
Година
A hierarchical algorithm for extreme clustering
A Kobren, N Monath, A Krishnamurthy, A McCallum
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
762017
Gradient-based hierarchical clustering using continuous representations of trees in hyperbolic space
N Monath, M Zaheer, D Silva, A McCallum, A Ahmed
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
492019
Scalable hierarchical clustering with tree grafting
N Monath, A Kobren, A Krishnamurthy, MR Glass, A McCallum
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
212019
Building Knowledge Bases with Universal Schema: Cold Start and Slot-Filling Approaches.
B Roth, N Monath, D Belanger, E Strubell, P Verga, A McCallum
TAC, 2015
192015
Supervised hierarchical clustering with exponential linkage
N Yadav, A Kobren, N Monath, A McCallum
International Conference on Machine Learning, 6973-6983, 2019
162019
Discriminative hierarchical coreference for inventor disambiguation
N Monath, A McCallum
PatentsView Inventor Disambiguation Technical Workshop, USPTO, Alexandria …, 2015
142015
Compression of optimal value functions for Markov decision processes
MJ Kochenderfer, N Monath
2013 Data Compression Conference, 501-501, 2013
132013
Clustering-based inference for biomedical Entity Linking
R Angell, N Monath, S Mohan, N Yadav, A McCallum
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
122021
Optimal transport-based alignment of learned character representations for string similarity
D Tam, N Monath, A Kobren, A Traylor, R Das, A McCallum
arXiv preprint arXiv:1907.10165, 2019
122019
Compact representation of uncertainty in clustering
C Greenberg, N Monath, A Kobren, P Flaherty, A McGregor, A McCallum
Advances in Neural Information Processing Systems 31, 2018
92018
Extracting Multilingual Relations under Limited Resources: TAC 2016 Cold-Start KB construction and Slot-Filling using Compositional Universal Schema.
HS Chang, A Munir, A Liu, JTZ Wei, A Traylor, A Nagesh, N Monath, ...
TAC, 2016
92016
Scalable Hierarchical Agglomerative Clustering
N Monath, KA Dubey, G Guruganesh, M Zaheer, A Ahmed, A McCallum, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
7*2021
Gradient-based Hierarchical Clustering
N Monath, A Kobren, A Krishnamurthy, A McCallum
NIPS Workshop on Discrete Structures in Machine Learning (DISCML), 2017
72017
Probabilistic case-based reasoning for open-world knowledge graph completion
R Das, A Godbole, N Monath, M Zaheer, A McCallum
arXiv preprint arXiv:2010.03548, 2020
62020
Low resource recognition and linking of biomedical concepts from a large ontology
S Mohan, R Angell, N Monath, A McCallum
Proceedings of the 12th ACM Conference on Bioinformatics, Computational …, 2021
42021
Using bibtex to automatically generate labeled data for citation field extraction
D Thai, Z Xu, N Monath, B Veytsman, A McCallum
arXiv preprint arXiv:2006.05563, 2020
42020
Integrating user feedback under identity uncertainty in knowledge base construction
A Kobren, N Monath, A McCallum
Automated Knowledge Base Construction (AKBC), 2019
42019
Exact and approximate hierarchical clustering using A
CS Greenberg, S Macaluso, N Monath, A Dubey, P Flaherty, M Zaheer, ...
Uncertainty in Artificial Intelligence, 2061-2071, 2021
32021
Clustering-based Inference for Biomedical Entity Linking
R Angell, N Monath, S Mohan, N Yadav, A McCallum
arXiv preprint arXiv:2010.11253, 2020
32020
Data Structures & Algorithms for Exact Inference in Hierarchical Clustering
CS Greenberg, S Macaluso, N Monath, JA Lee, P Flaherty, K Cranmer, ...
arXiv preprint arXiv:2002.11661, 2020
32020
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