Concepedia

Nicholas Monath

NM

8

Publications

244

Citations

8

H-Index

2013

Active since

Affiliations

University of Massachusetts Amherst(Current)

Google (United States)

Nicholas Monath is an author at University of Massachusetts Amherst specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceKnowledge DiscoveryData MiningText MiningMachine LearningCluster ComputingComputational GeometryComputational Linguistics

Publications per year

2013–2022

8

Publications

8

A Hierarchical Algorithm for Extreme Clustering

Ari Kobren, Nicholas Monath, Akshay Krishnamurthy et al. · 2017 · 89 citations · Full text

Cluster Computing, Engineering, Network Analysis +17

Gradient-based Hierarchical Clustering using Continuous Representations of Trees in Hyperbolic Space

Nicholas Monath, Manzil Zaheer, Daniel Silva et al. · 2019 · 61 citations · Full text

Cluster Computing, Geometric Learning, Gradient Descent +23

Autoregressive Structured Prediction with Language Models

Tianyu Liu, Yuchen Eleanor Jiang, Nicholas Monath et al. · 2022 · 30 citations · Full text

Structured Prediction, Engineering, Machine Learning +17

Optimal Transport-based Alignment of Learned Character Representations for String Similarity

Derek Tam, Nicholas Monath, Ari Kobren et al. · 2019 · 16 citations · Full text

Entity Linking via Explicit Mention-Mention Coreference Modeling

D. P. Agarwal, Rico Angell, Nicholas Monath et al. · Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · 2022 · 15 citations · Full text

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