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Nicholas Monath
Nicholas Monath
Research Scientist, Google
Dirección de correo verificada de google.com - Página principal
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Año
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
1242017
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
812019
Clustering-based inference for biomedical entity linking
R Angell, N Monath, S Mohan, N Yadav, A McCallum
arXiv preprint arXiv:2010.11253, 2020
612020
Autoregressive structured prediction with language models
T Liu, Y Jiang, N Monath, R Cotterell, M Sachan
arXiv preprint arXiv:2210.14698, 2022
492022
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
47*2021
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
462019
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
322020
Supervised hierarchical clustering with exponential linkage
N Yadav, A Kobren, N Monath, A Mccallum
International Conference on Machine Learning, 6973-6983, 2019
292019
Entity linking via explicit mention-mention coreference modeling
D Agarwal, R Angell, N Monath, A McCallum
Proceedings of the 2022 Conference of the North American Chapter of the …, 2022
262022
Scaling within document coreference to long texts
R Thirukovalluru, N Monath, K Shridhar, M Zaheer, M Sachan, ...
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021
192021
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
Discriminative hierarchical coreference for inventor disambiguation
N Monath, A McCallum
PatentsView Inventor Disambiguation Technical Workshop, USPTO, Alexandria …, 2015
182015
Entity linking and discovery via arborescence-based supervised clustering
D Agarwal, R Angell, N Monath, A McCallum
arXiv preprint arXiv:2109.01242, 2021
172021
Compression of optimal value functions for Markov decision processes
MJ Kochenderfer, N Monath
2013 Data Compression Conference, 501-501, 2013
172013
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
162021
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
152019
Unsupervised hypernym induction machine learning
MFM Chowdhury, RG Farrell, NBG Monath, MR Glass, MA Sultan
US Patent 11,507,828, 2022
142022
Capacity and bias of learned geometric embeddings for directed graphs
M Boratko, D Zhang, N Monath, L Vilnis, KL Clarkson, A McCallum
Advances in Neural Information Processing Systems 34, 16423-16436, 2021
112021
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
102018
Gradient-based Hierarchical Clustering
N Monath, A Kobren, A Krishnamurthy, A McCallum
NIPS Workshop on Discrete Structures in Machine Learning (DISCML), 2017
102017
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