Sotabase

Career

· Faculty Director for Data Science Undergraduate Studies, UC Berkeley2023–
· Associate Dean for Undergraduate Studies, UC Berkeley Division of Computing, Data Science, and Society2021–2023
· Co-Founder and Chief Scientist, Lilt Inc.2015–
· Associate Teaching Professor, UC Berkeley EECS department2014–
· Senior Research Scientist, Google2010–2014

Publications (77)

Painless Unsupervised Learning with Features
North American Chapter of the Association for Computational Linguistics · 2010
253
cited
Supervised Learning of Complete Morphological Paradigms
North American Chapter of the Association for Computational Linguistics · 2013
150
cited
Tailoring Word Alignments to Syntactic Machine Translation
Annual Meeting of the Association for Computational Linguistics · 2007
133
cited
Annual Meeting of the Association for Computational Linguistics · 2009
126
cited
Conference on Empirical Methods in Natural Language Processing · 2008
101
cited
Annual Meeting of the Association for Computational Linguistics · 2008
95
cited
A Class-Based Agreement Model for Generating Accurately Inflected Translations
Annual Meeting of the Association for Computational Linguistics · 2012
80
cited
International Conference on Learning Representations · 2018
67
cited
L1 and L2 regularization for multiclass hinge loss models
Symposium on Machine Learning in Speech and Language Processing · 2011
62
cited
Annual Meeting of the Association for Computational Linguistics · 2009
60
cited
Annual Meeting of the Association for Computational Linguistics · 2020
58
cited
Annual Meeting of the Association for Computational Linguistics · 2016
58
cited
Conference on Empirical Methods in Natural Language Processing · 2018
56
cited
Inducing Sentence Structure from Parallel Corpora for Reordering
Conference on Empirical Methods in Natural Language Processing · 2011
56
cited
Model-Based Aligner Combination Using Dual Decomposition
Annual Meeting of the Association for Computational Linguistics · 2011
46
cited
Conference on Empirical Methods in Natural Language Processing · 2015
43
cited
40
cited
Sotabase
John DeNero | Researcher Profile | Sotabase | Sotabase