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Nicholas Monath
Nicholas Monath
Research Scientist, Google
Adresse e-mail validée de google.com - Page d'accueil
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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
1312017
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
942019
Clustering-based inference for biomedical entity linking
R Angell, N Monath, S Mohan, N Yadav, A McCallum
arXiv preprint arXiv:2010.11253, 2020
662020
Autoregressive structured prediction with language models
T Liu, Y Jiang, N Monath, R Cotterell, M Sachan
arXiv preprint arXiv:2210.14698, 2022
632022
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
59*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
482019
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
362020
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
322022
Supervised hierarchical clustering with exponential linkage
N Yadav, A Kobren, N Monath, A Mccallum
International Conference on Machine Learning, 6973-6983, 2019
322019
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
232021
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
202015
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
192019
Discriminative hierarchical coreference for inventor disambiguation
N Monath, A McCallum
PatentsView Inventor Disambiguation Technical Workshop, USPTO, Alexandria …, 2015
192015
Entity linking and discovery via arborescence-based supervised clustering
D Agarwal, R Angell, N Monath, A McCallum
arXiv preprint arXiv:2109.01242, 2021
172021
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
172021
Compression of optimal value functions for Markov decision processes
MJ Kochenderfer, N Monath
2013 Data Compression Conference, 501-501, 2013
172013
Unsupervised hypernym induction machine learning
MFM Chowdhury, RG Farrell, NBG Monath, MR Glass, MA Sultan
US Patent 11,507,828, 2022
162022
Efficient nearest neighbor search for cross-encoder models using matrix factorization
N Yadav, N Monath, R Angell, M Zaheer, A McCallum
arXiv preprint arXiv:2210.12579, 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
132021
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
112016
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