Hugging Peers

Joel Nothman

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21 papers 96.5K citations h-index 1 2005–2019

Scikit-learn: Machine Learning in Python

Fabian Pedregosa, Gael Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel
+13 more show fewer
Mathieu Blondel, Andreas Muller, Joel Nothman, Gilles Louppe, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, Jake Vanderplas, Alexandre Passos, David Cournapeau, Matthieu Brucher, Matthieu Perrot, Edouard Duchesnay

Scikit-learn is a Python module integrating a wide range of state-of-the-art machine learning algorithms for medium-scale supervised and unsupervised problems. This package focuses on bringing...

96.5K citations 2012-01 Journal of Machine Learning Research (2011)

The Computable News project: Research in the Newsroom

Will Radford, Daniel Tse, Joel Nothman, Ben Hachey, George Wright, James R. Curran
+5 more show fewer
Will Cannings, Timothy O'Keefe, Matthew Honnibal, David Vadas, Candice Loxley
2015-01 WWW (Companion Volume)

Analysing Wikipedia and Gold-Standard Corpora for NER Training

Joel Nothman, Tara Murphy, James R. Curran
2009-01 EACL

Event Linking: Grounding Event Reference in a News Archive

Joel Nothman, Matthew Honnibal, Ben Hachey, James R. Curran
2012-01 ACL (2)

Naïve but effective NIL clustering baselines - CMCRC at TAC 2011

Will Radford, Joel Nothman, James R. Curran, Ben Hachey, Matthew Honnibal
2011-01 TAC

Overview of TAC-KBP2015 Tri-lingual Entity Discovery and Linking

Heng Ji, Joel Nothman, Ben Hachey, Radu Florian
2015-01 TAC

SYDNEY CMCRC at TAC 2013

Glen Pink, Andrew Naoum, Will Radford, Will Cannings, Joel Nothman, Daniel Tse
+1 more show fewer
James R. Curran
2013-01 TAC

Overview of TAC-KBP 2019 Fine-grained Entity Extraction

Heng Ji, Avirup Sil, Hoa Trang Dang, Ian Soboroff, Joel Nothman
2019-01 TAC

Overview of TAC-KBP2017 13 Languages Entity Discovery and Linking

Heng Ji, Xiaoman Pan, Boliang Zhang, Joel Nothman, James Mayfield, Paul McNamee
+1 more show fewer
Cash Costello
2017-01 TAC

Overview of TAC-KBP2016 Tri-lingual EDL and Its Impact on End-to-End KBP

Heng Ji, Joel Nothman
2016-01 TAC

(Almost) Total Recall - SYDNEY CMCRC at TAC 2012

Will Radford, Will Cannings, Joel Nothman, Daniel Tse, James R. Curran, Andrew Naoum
+1 more show fewer
Glen Pink
2012-01 TAC

Document-level Entity Linking: CMCRC at TAC 2010

William Radford, Joel Nothman, Matthew Honnibal, James R. Curran, Ben Hachey
2010-01 TAC

Article Segmentation in Digitised Newspapers with a 2D Markov Model

Andrew Naoum, Joel Nothman, James R. Curran
2019-01 ICDAR

Evaluating a Statistical CCG Parser on Wikipedia

Matthew Honnibal, Joel Nothman, James R. Curran
2009-01 PWNLP@IJCNLP

Named Entity Recognition in Wikipedia

Dominic Balasuriya, Nicky Ringland, Joel Nothman, Tara Murphy, James R. Curran
2009-01 PWNLP@IJCNLP

Unsupervised Biographical Event Extraction Using Wikipedia Traffic

Alexander Hogue, Joel Nothman, James R. Curran
2014-01 ALTA

A Distributed Architecture for Interactive Parse Annotation

Baden Hughes, James Haggerty, Joel Nothman, Saritha Manickam, James R. Curran
2005-01 ALTA

Trading accuracy for faster named entity linking

Kristy Hughes, Joel Nothman, James R. Curran
2014-01 ALTA