About
Discord Stateoftheart AI
GitHub

Publications

314

Cited by

53072

Fernando Pereira

machine learningcomputational linguisticsspeech recognitionartificial intelligencebioinformatics

VP and Engineering Fellow, Google

Papers and Citations

1 - 50
Conditional random fields: Probabilistic models for segmenting and labeling sequence data
2001
Andrew McCallum
Fernando Pereira
J Lafferty
Cited by 15534
Biographies, bollywood, boom-boxes and blenders: Domain adaptation for sentiment classification
2007
John Blitzer
Mark Dredze
Fernando Pereira
Cited by 2336
The information bottleneck method
2000
Fernando Pereira
W Bialek
N Tishby
Cited by 2166
Shallow parsing with conditional random fields
2003
Fernando Pereira
Fei Sha
Cited by 1829
Maximum Entropy Markov Models for Information Extraction and Segmentation.
2000
Dayne Freitag
Fernando Pereira
Andrew McCallum
Cited by 1808
A theory of learning from different domains
2010
Fernando Pereira
Alex Kulesza
Koby Crammer
+3
Cited by 1634
Definite clause grammars for language analysis—a survey of the formalism and a comparison with augmented transition networks
1980
Fernando Pereira
DHD Warren
Cited by 1555
Domain adaptation with structural correspondence learning
2006
John Blitzer
Ryan McDonald
Fernando Pereira
Cited by 1512
Distributional clustering of English words
1993
Fernando Pereira
Lillian Lee
N Tishby
Cited by 1414
Analysis of representations for domain adaptation
2007
Fernando Pereira
John Blitzer
Shai Ben-David
+1
Cited by 1272
The unreasonable effectiveness of data
2009
Fernando Pereira
Peter Norvig
Alon Halevy
Cited by 1244
Weighted finite-state transducers in speech recognition
2002
Fernando Pereira
Michael Riley
Mehryar Mohri
Cited by 1173
Non-projective dependency parsing using spanning tree algorithms
2005
Fernando Pereira
Jan Hajic
Ryan McDonald
+1
Cited by 1042
Online large-margin training of dependency parsers
2005
Fernando Pereira
Koby Crammer
Ryan McDonald
Cited by 946
Ellipsis and higher-order unification
1991
Stuart Shieber
Mary Dalrymple
Fernando Pereira
Cited by 742
Type logical grammar: Categorial logic of signs
1997
Fernando Pereira
Cited by 692
Prolog and natural-language analysis
2002
Stuart Shieber
Fernando Pereira
Cited by 600
Online learning of approximate dependency parsing algorithms
2006
Ryan McDonald
Fernando Pereira
Cited by 573
Similarity-based models of word cooccurrence probabilities
1999
Fernando Pereira
Lillian Lee
Ido Dagan
Cited by 562
Inside-outside reestimation from partially bracketed corpora
1992
Fernando Pereira
Y Schabes
Cited by 549
Confidence-weighted linear classification
2008
Koby Crammer
Fernando Pereira
Mark Dredze
Cited by 495
TEAM: an experiment in the design of transportable natural-language interfaces
1987
Fernando Pereira
PA Martin
BJ Grosz
+1
Cited by 472
Principles and implementation of deductive parsing
1995
Fernando Pereira
Stuart Shieber
Y Schabes
Cited by 457
An efficient easily adaptable system for interpreting natural language queries
1982
Fernando Pereira
DHD Warren
Cited by 451
Parsing as deduction
1983
Fernando Pereira
DHD Warren
Cited by 412
Learning bounds for domain adaptation
2008
Jennifer Wortman
Koby Crammer
Fernando Pereira
+3
Cited by 401
Prolog-the language and its implementation compared with Lisp
1977
Luís Moniz Pereira
Fernando Pereira
DHD Warren
Cited by 392
Natural language processing for Prolog programmers
1994
Fernando Pereira
MA Covington
BJ Grosz
Cited by 365
Multilingual dependency analysis with a two-stage discriminative parser
2006
Fernando Pereira
Ryan McDonald
K Lerman
Cited by 323
Speech recognition with weighted finite-state transducers
2008
Michael Riley
Fernando Pereira
Mehryar Mohri
Cited by 319
Semantic-head-driven generation
1990
Fernando Pereira
Gertjan van Noord
Stuart Shieber
+1
Cited by 276
Identifying gene and protein mentions in text using conditional random fields
2005
Ryan McDonald
Fernando Pereira
Cited by 274
Euclidean embedding of co-occurrence data
2007
Fernando Pereira
Amir Globerson
Gal Chechik
+1
Cited by 261
The design principles of a weighted finite-state transducer library
2000
Fernando Pereira
Michael Riley
Mehryar Mohri
Cited by 259
Aggregate and mixed-order Markov models for statistical language processing
1997
Lawrence K Saul
Fernando Pereira
Cited by 247
Logic for natural language analysis
1982
Fernando Pereira
Cited by 241
Group sparse coding
2009
Fernando Pereira
Samy Bengio
Yoram Singer
+1
Cited by 236
Weighted automata in text and speech processing
2005
Mehryar Mohri
Michael Riley
Fernando Pereira
Cited by 227
Extraposition grammars
1981
Fernando Pereira
Cited by 225
Synergistic use of direct manipulation and natural language
1989
Fernando Pereira
Philip R. Cohen
Mary Dalrymple
+2
Cited by 222
Similarity-based methods for word sense disambiguation
1997
Fernando Pereira
Ido Dagan
Lillian Lee
Cited by 214
Document expansion for speech retrieval
1999
Fernando Pereira
A Singhal
Cited by 205
The need for open source software in machine learning
2007
Fernando Pereira
Yann LeCun
Klaus-Robert Müller
+13
Cited by 201
Semantics and syntax in Lexical Functional Grammar: The resource logic approach
1999
John Lamping
Andrew Kehler
Richard Crouch
+6
Cited by 199
Similarity-based estimation of word cooccurrence probabilities
1994
Lillian Lee
Ido Dagan
Fernando Pereira
Cited by 198
A rational design for a weighted finite-state transducer library
1997
Michael Riley
Mehryar Mohri
Fernando Pereira
Cited by 187
Formal grammar and information theory: together again?
2000
Fernando Pereira
Cited by 183
Structured learning with approximate inference
2008
Alex Kulesza
Fernando Pereira
Cited by 167
Exact convex confidence-weighted learning
2009
Fernando Pereira
Koby Crammer
Mark Dredze
Cited by 167
At&t at trec-7
1999
David D. Lewis
Fernando Pereira
J Choi
+2
Cited by 165