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Nicholas Monath
Nicholas Monath
Research Scientist, Google
Dirección de correo verificada de google.com - Página principal
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Citado por
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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
982017
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
652019
Clustering-based inference for biomedical entity linking
R Angell, N Monath, S Mohan, N Yadav, A McCallum
arXiv preprint arXiv:2010.11253, 2020
342020
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
342019
Supervised hierarchical clustering with exponential linkage
N Yadav, A Kobren, N Monath, A Mccallum
International Conference on Machine Learning, 6973-6983, 2019
262019
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
212020
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
19*2021
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
Compression of optimal value functions for Markov decision processes
MJ Kochenderfer, N Monath
2013 Data Compression Conference, 501-501, 2013
162013
Discriminative hierarchical coreference for inventor disambiguation
N Monath, A McCallum
PatentsView Inventor Disambiguation Technical Workshop, USPTO, Alexandria …, 2015
152015
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
142019
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
122021
Entity linking and discovery via arborescence-based supervised clustering
D Agarwal, R Angell, N Monath, A McCallum
arXiv preprint arXiv:2109.01242, 2021
102021
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
102021
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
102016
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
Gradient-based Hierarchical Clustering
N Monath, A Kobren, A Krishnamurthy, A McCallum
NIPS Workshop on Discrete Structures in Machine Learning (DISCML), 2017
92017
Unsupervised hypernym induction machine learning
MFM Chowdhury, RG Farrell, NBG Monath, MR Glass, MA Sultan
US Patent 11,507,828, 2022
72022
Autoregressive Structured Prediction with Language Models
T Liu, Y Jiang, N Monath, R Cotterell, M Sachan
arXiv preprint arXiv:2210.14698, 2022
72022
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
62020
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Artículos 1–20