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Nicholas Monath · SciRah

Researcher profile · Semantic Scholar

Nicholas Monath

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Nicholas Monath — researcher profile on SciRah

ORCID iD 0000-0002-5135-2423Homepage

h-index: 12
Works: 37
Citations: 588

Most-cited papers

A Hierarchical Algorithm for Extreme Clustering
Ari Kobren, Nicholas Monath, A. Krishnamurthy, Andrew Mccallum
2017Knowledge Discovery and Data Mining115 citations Open access
Semantic Scholar
Gradient-based Hierarchical Clustering using Continuous Representations of Trees in Hyperbolic Space
Nicholas Monath, M. Zaheer, Daniel Silva, Andrew Mccallum +1 more
2019Knowledge Discovery and Data Mining92 citations Open access
Semantic Scholar
Scalable Hierarchical Agglomerative Clustering
Nicholas Monath, Kumar Avinava Dubey, Guru Guruganesh, M. Zaheer +8 more
2020Knowledge Discovery and Data Mining66 citations Open access
Semantic Scholar
Clustering-based Inference for Biomedical Entity Linking
Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav +1 more
2020North American Chapter of the Association for Computational Linguistics60 citations Open access
Semantic Scholar
Scalable Hierarchical Clustering with Tree Grafting
Nicholas Monath, Ari Kobren, A. Krishnamurthy, Michael R. Glass +1 more
2019Knowledge Discovery and Data Mining41 citations Open access
Semantic Scholar
Supervised Hierarchical Clustering with Exponential Linkage
Nishant Yadav, Ari Kobren, Nicholas Monath, Andrew Mccallum
2019International Conference on Machine Learning26 citations
Semantic Scholar
Building Knowledge Bases with Universal Schema: Cold Start and Slot-Filling Approaches
Benjamin Roth, Nicholas Monath, David Belanger, Emma Strubell +2 more
2015Text Analysis Conference18 citations
Semantic Scholar
Optimal Transport-based Alignment of Learned Character Representations for String Similarity
Derek Tam, Nicholas Monath, Ari Kobren, Aaron Traylor +2 more
2019Annual Meeting of the Association for Computational Linguistics17 citations Open access
Semantic Scholar
Probabilistic Case-based Reasoning in Knowledge Bases
Rajarshi Das, Ameya Godbole, Nicholas Monath, M. Zaheer +1 more
2020Findings14 citations Open access
Semantic Scholar
An Online Hierarchical Algorithm for Extreme Clustering
Ari Kobren, Nicholas Monath, A. Krishnamurthy, Andrew Mccallum
2017arXiv.org13 citations
Semantic Scholar
Robust Concept Erasure via Kernelized Rate-Distortion Maximization
Somnath Basu Roy Chowdhury, Nicholas Monath, Kumar Avinava Dubey, Amr Ahmed +1 more
2023Neural Information Processing Systems12 citations
Semantic Scholar
Compression of Optimal Value Functions for Markov Decision Processes
Mykel J. Kochenderfer, Nicholas Monath
2013Data Compression Conference12 citations
Semantic Scholar
Gradient-based Hierarchical Clustering
Nicholas Monath, Ari Kobren, A. Krishnamurthy, Andrew Mccallum
201711 citations
Semantic Scholar
Using BibTeX to Automatically Generate Labeled Data for Citation Field Extraction
Dung Ngoc Thai, Z. Xu, Nicholas Monath, Boris Veytsman +1 more
2020Conference on Automated Knowledge Base Construction10 citations
Semantic Scholar
Extracting Multilingual Relations under Limited Resources: TAC 2016 Cold-Start KB construction and Slot-Filling using Compositional Universal Schema
Haw-Shiuan Chang, Abdurrahman Munir, Ao Liu, Johnny Tian-Zheng Wei +6 more
2016Text Analysis Conference10 citations
Semantic Scholar
Compact Representation of Uncertainty in Clustering
Craig S. Greenberg, Nicholas Monath, Ari Kobren, Patrick Flaherty +2 more
2018Neural Information Processing Systems9 citations
Semantic Scholar
Fundamental Limits of Perfect Concept Erasure
Somnath Basu Roy Chowdhury, Kumar Avinava Dubey, Ahmad Beirami, Rahul Kidambi +3 more
2025International Conference on Artificial Intelligence and Statistics8 citations
Semantic Scholar
Cluster Trellis: Data Structures & Algorithms for Exact Inference in Hierarchical Clustering
S. Macaluso, Craig S. Greenberg, Nicholas Monath, Ji-Ah Lee +4 more
2021International Conference on Artificial Intelligence and Statistics8 citations
Semantic Scholar
Exact and Approximate Hierarchical Clustering Using A
Craig S. Greenberg, S. Macaluso, Nicholas Monath, Kumar Avinava Dubey +5 more
2021Conference on Uncertainty in Artificial Intelligence6 citations
Semantic Scholar
Scalable Bottom-Up Hierarchical Clustering
Nicholas Monath, Kumar Avinava Dubey, Guru Guruganesh, M. Zaheer +8 more
2020arXiv.org6 citations
Semantic Scholar
Integrating User Feedback under Identity Uncertainty in Knowledge Base Construction
Ari Kobren, Nicholas Monath, Andrew Mccallum
2019Conference on Automated Knowledge Base Construction5 citations
Semantic Scholar
Learning String Alignments for Entity Aliases
Aaron Traylor, Nicholas Monath, Rajarshi Das, Andrew Mccallum
2017AKBC@NIPS5 citations
Semantic Scholar
Model-Agnostic Graph Regularization for Few-Shot Learning
Ethan Shen, Maria Brbic, Nicholas Monath, Jiaqi Zhai +2 more
2021arXiv.org4 citations
Semantic Scholar
DAG-Structured Clustering by Nearest Neighbors
Nicholas Monath, M. Zaheer, Kumar Avinava Dubey, Amr Ahmed +1 more
2021International Conference on Artificial Intelligence and Statistics4 citations
Semantic Scholar
Clustering-based Inference for Zero-Shot Biomedical Entity Linking
Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav +1 more
2020arXiv.org4 citations
Semantic Scholar
Online Level-wise Hierarchical Clustering
Nicholas Monath, M. Zaheer, Andrew McCallum
2023Knowledge Discovery and Data Mining3 citations Open access
Semantic Scholar
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests
Somnath Basu Roy Chowdhury, Nicholas Monath, Ahmad Beirami, Rahul Kidambi +3 more
2023International Conference on Learning Representations3 citations
Semantic Scholar
Compact Representation of Uncertainty in Hierarchical Clustering
Craig S. Greenberg, S. Macaluso, Nicholas Monath, Ji-Ah Lee +4 more
2020arXiv.org3 citations
Semantic Scholar
Entity-centric Attribute Feedback for Interactive Knowledge Bases
Ari Kobren, Nicholas Monath, Andrew Mccallum
2017AKBC@NIPS3 citations
Semantic Scholar
Play Duration based User-Entity Affinity Modeling in Spoken Dialog System
Bo Xiao, Nicholas Monath, S. Ananthakrishnan, Abishek Ravi
2018Interspeech1 citations Open access
Semantic Scholar
Predicting Institution Hierarchies with Set-based Models
Derek Tam, Nicholas Monath, Ari Kobren, Andrew Mccallum
2020Conference on Automated Knowledge Base Construction0 citations
Semantic Scholar
Exact Inference on Hierarchical Clustering in Particle Physics and Cancer Genomics
Craig S. Greenberg, S. Macaluso, Nicholas Monath, Patrick Flaherty +3 more
20200 citations
Semantic Scholar
Probabilistic Case-based Reasoning in Knowledge Bases
Rajarshi Das, Ameya Godbole, Nicholas Monath, M. Zaheer +1 more
2020Conference on Empirical Methods in Natural Language Processing0 citations
Semantic Scholar
JOINT PROBABILISTIC REASONING ABOUT COREFERENCE AND RELATIONS OF UNIVERSAL SCHEMA UNIVERSITY OF MASSACHUSETTS AMHERST OCTOBER 2017 FINAL TECHNICAL REPORT APPROVED FOR PUBLIC RELEASE; DISTRIBUTION UNLIMITED
Andrew Mccallum, Nicholas Monath
20170 citations
Semantic Scholar
Joint Probabilistic Reasoning About Coreference and Relations of Univeral Schema
Andrew Mccallum, Nicholas Monath
20170 citations
Semantic Scholar
CS 691 CL-Computational Linguistics : Syntax and Semantics Final Project Report Document Similarity Measures Utilizing Syntactics and Semantics as well as Embeddings
Nicholas Monath, Klim Zaporojets, Niklas Shulze
20140 citations
Semantic Scholar
Shape and Color Features for the Recognition of Roadside Objects
Nicholas Monath
20130 citations
Semantic Scholar

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