Sotabase

Career

· Senior Research Scientist, Flatiron Institute2020–
· Research Scientist, Columbia University2002–2011
· Software Developer, Research Scientist, Alias-i (LingPipe)2000–2002
· Research Scientist, Bell Labs
· Professor of Computational Linguistics, Carnegie Mellon University
· B.S. in Mathematics, Michigan State University
· Ph.D. in Cognitive Science and Computer Science, University of Edinburgh

Publications (78)

Stan: A Probabilistic Programming Language.
Journal of Statistical Software · 2017
7,083
cited
Rank-Normalization, Folding, and Localization: An Improved Rˆ for Assessing Convergence of MCMC (with Discussion)
Bayesian Analysis · 2019
1,208
cited
Overview of BioCreative II gene mention recognition
Genome Biology · 2008
535
cited
Bayesian Workflow.
2020
298
cited
Vector-based Natural Language Call Routing
International Conference on Computational Logic · 1999
204
cited
The Benefits of a Model of Annotation
Transactions of the Association for Computational Linguistics · 2013
153
cited
Think Generic!: The Meaning and Use of Generic Sentences
1999
152
cited
Type-Logical Semantics
1997
149
cited
The Stan Math Library: Reverse-Mode Automatic Differentiation in C++
arXiv.org · 2015
127
cited
ALE : the attribute logic engine user's guide, version 2.0.1
1992
116
cited
Comparing Bayesian Models of Annotation
Transactions of the Association for Computational Linguistics · 2018
100
cited
Natural language call routing: a robust, self-organizing approach
ICSLP · 1998
65
cited
Probabilistic Parsing using Left Corner Language Models
International Workshop/Conference on Parsing Technologies · 1997
64
cited
Skeptical and credulous default unification with applications to templates and inheritance
1994
64
cited
Lazy Sparse Stochastic Gradient Descent for Regularized Mutlinomial Logistic Regression
2008
61
cited
LingPipe for 99.99% Recall of Gene Mentions
2007
60
cited
Logic of Typed Feature Structures, The (Cambridge Tracts in Theoretical Computer Science)
2005
60
cited
Pathfinder: Parallel quasi-Newton variational inference
Journal of machine learning research · 2021
54
cited
Phrasal Queries with LingPipe and Lucene: Ad Hoc Genomics Text Retrieval
Text Retrieval Conference · 2004
52
cited
Scaling High-Order Character Language Models to Gigabytes
Annual Meeting of the Association for Computational Linguistics · 2005
50
cited
Sotabase
Bob Carpenter | Researcher Profile | Sotabase | Sotabase