Fernando Pereira

Affiliations:
  • Google Research
  • SRI International, Menlo Park, Artificial Intelligence Center
  • AT&T Labs Research
  • University of Pennsylvania, Department of Computer and Information Science


According to our database1, Fernando Pereira authored at least 136 papers between 1977 and 2020.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2010, "For contributions to machine-learning models of natural language and biological sequences.".

Timeline

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Bibliography

2020
Guessing What's Plausible But Remembering What's True: Accurate Neural Reasoning for Question-Answering.
CoRR, 2020

Faithful Embeddings for Knowledge Base Queries.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2017
SLING: A framework for frame semantic parsing.
CoRR, 2017

2016
Collective Entity Resolution with Multi-Focal Attention.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Plato: A Selective Context Model for Entity Resolution.
Trans. Assoc. Comput. Linguistics, 2015

2012
Confidence-Weighted Linear Classification for Text Categorization.
J. Mach. Learn. Res., 2012

Automated gene-model curation using global discriminative learning.
Bioinform., 2012

Reading The Web with Learned Syntactic-Semantic Inference Rules.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

2011
Posterior Sparsity in Unsupervised Dependency Parsing.
J. Mach. Learn. Res., 2011

Controlling Complexity in Part-of-Speech Induction.
J. Artif. Intell. Res., 2011

Markov meets Bayes: technical perspective.
Commun. ACM, 2011

Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical Models.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010
A theory of learning from different domains.
Mach. Learn., 2010

Exploiting Feature Covariance in High-Dimensional Online Learning.
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Automatically incorporating new sources in keyword search-based data integration.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Experiments in Graph-Based Semi-Supervised Learning Methods for Class-Instance Acquisition.
Proceedings of the ACL 2010, 2010

Sparsity in Dependency Grammar Induction.
Proceedings of the ACL 2010, 2010

2009
Gaussian Margin Machines.
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Posterior vs Parameter Sparsity in Latent Variable Models.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Group Sparse Coding.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Learning on the Web.
Proceedings of the Algorithmic Learning Theory, 20th International Conference, 2009

2008
The ORCHESTRA Collaborative Data Sharing System.
SIGMOD Rec., 2008

Learning to create data-integrating queries.
Proc. VLDB Endow., 2008

Case-factor diagrams for structured probabilistic modeling.
J. Comput. Syst. Sci., 2008

Reranking candidate gene models with cross-species comparison for improved gene prediction.
BMC Bioinform., 2008

Evigan: a hidden variable model for integrating gene evidence for eukaryotic gene prediction.
Bioinform., 2008

Exact Convex Confidence-Weighted Learning.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Generating summary keywords for emails using topics.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Intelligent email: reply and attachment prediction.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Confidence-weighted linear classification.
Proceedings of the Machine Learning, 2008

A rate-distortion one-class model and its applications to clustering.
Proceedings of the Machine Learning, 2008

Weakly-Supervised Acquisition of Labeled Class Instances using Graph Random Walks.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Reading the Markets: Forecasting Public Opinion of Political Candidates by News Analysis.
Proceedings of the COLING 2008, 2008

Intelligent Email: Aiding Users with AI.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Global Discriminative Learning for Higher-Accuracy Computational Gene Prediction.
PLoS Comput. Biol., 2007

The Need for Open Source Software in Machine Learning.
J. Mach. Learn. Res., 2007

Euclidean Embedding of Co-occurrence Data.
J. Mach. Learn. Res., 2007

Learning Bounds for Domain Adaptation.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Frustratingly Hard Domain Adaptation for Dependency Parsing.
Proceedings of the EMNLP-CoNLL 2007, 2007

Learning to join everything.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

Semi-Automated Named Entity Annotation.
Proceedings of the Linguistic Annotation Workshop, 2007

Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification.
Proceedings of the ACL 2007, 2007

2006
Automated recognition of malignancy mentions in biomedical literature.
BMC Bioinform., 2006

Analysis of Representations for Domain Adaptation.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Domain Adaptation with Structural Correspondence Learning.
Proceedings of the EMNLP 2006, 2006

Online Learning of Approximate Dependency Parsing Algorithms.
Proceedings of the EACL 2006, 2006

A Context Pattern Induction Method for Named Entity Extraction.
Proceedings of the Tenth Conference on Computational Natural Language Learning, 2006

Multilingual Dependency Analysis with a Two-Stage Discriminative Parser.
Proceedings of the Tenth Conference on Computational Natural Language Learning, 2006

"Sorry, I Forgot the Attachment": Email Attachment Prediction.
Proceedings of the CEAS 2006, 2006

Embedding Heterogeneous Data Using Statistical Models.
Proceedings of the Proceedings, 2006

2005
Weighted Automata in Text and Speech Processing
CoRR, 2005

Identifying gene and protein mentions in text using conditional random fields.
BMC Bioinform., 2005

Automatically annotating documents with normalized gene lists.
BMC Bioinform., 2005

A Conditional Random Field for Discriminatively-trained Finite-state String Edit Distance.
Proceedings of the UAI '05, 2005

Non-Projective Dependency Parsing using Spanning Tree Algorithms.
Proceedings of the HLT/EMNLP 2005, 2005

Flexible Text Segmentation with Structured Multilabel Classification.
Proceedings of the HLT/EMNLP 2005, 2005

Linear models for structure prediction.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Reply Expectation Prediction for Email Management.
Proceedings of the CEAS 2005, 2005

Distributed Latent Variable Models of Lexical Co-occurrences.
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005

Simple Algorithms for Complex Relation Extraction with Applications to Biomedical IE.
Proceedings of the ACL 2005, 2005

Online Large-Margin Training of Dependency Parsers.
Proceedings of the ACL 2005, 2005

2004
An entity tagger for recognizing acquired genomic variations in cancer literature.
Bioinform., 2004

Hierarchical Distributed Representations for Statistical Language Modeling.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

2003
Shallow Parsing with Conditional Random Fields.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003

2002
Weighted finite-state transducers in speech recognition.
Comput. Speech Lang., 2002

2001
Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data.
Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001

2000
The Design Principles of a Weighted Finite-State Transducer Library.
Theor. Comput. Sci., 2000

The information bottleneck method
CoRR, 2000

Maximum Entropy Markov Models for Information Extraction and Segmentation.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

Machine Learning for Efficient Natural-Language Processing.
Proceedings of the Combinatorial Pattern Matching, 11th Annual Symposium, 2000

1999
An Efficient Extension to Mixture Techniques for Prediction and Decision Trees.
Mach. Learn., 1999

Similarity-Based Models of Word Cooccurrence Probabilities.
Mach. Learn., 1999

AT&T at TREC-8.
Proceedings of The Eighth Text REtrieval Conference, 1999

SCAN: Designing and Evaluating User Interfaces to Support Retrieval From Speech Archives.
Proceedings of the SIGIR '99: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1999

Document Expansion for Speech Retrieval.
Proceedings of the SIGIR '99: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1999

Efficient general lattice generation and rescoring.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Multimedia Standards: Present and Future.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Declarative Programming for a Messy World.
Proceedings of the Logic Programming: The 1999 International Conference, Las Cruces, New Mexico, USA, November 29, 1999

Relating Probabilistic Grammars and Automata.
Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1999

1998
AT&T at TREC-7.
Proceedings of The Seventh Text REtrieval Conference, 1998

SCAN - speech content based audio navigator: a system overview.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

Full expansion of context-dependent networks in large vocabulary speech recognition.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Dynamic Compilation of Weighted Context-Free Grammars.
Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, 1998

1997
Quantifiers, Anaphora, and Intensionality.
J. Log. Lang. Inf., 1997

A Rational Design for a Weighted Finite-State Transducer Library.
Proceedings of the Automata Implementation, 1997

AT&T at TREC-6: SDR Track.
Proceedings of The Sixth Text REtrieval Conference, 1997

Transducer composition for context-dependent network expansion.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Aggregate and mixed-order Markov models for statistical language processing.
Proceedings of the Second Conference on Empirical Methods in Natural Language Processing, 1997

Similarity-Based Methods for Word Sense Disambiguation.
Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and 8th Conference of the European Chapter of the Association for Computational Linguistics, 1997

1996
Language, Computation and Artificial Intelligence.
ACM Comput. Surv., 1996

Speech Recognition by Composition of Weighted Finite Automata
CoRR, 1996

1995
Principles and Implementation of Deductive Parsing.
J. Log. Program., 1995

Linear Logic for Meaning Assembly
CoRR, 1995

Ellipsis and Higher-Order Unification
CoRR, 1995

The AT&t 60,000 word speech-to-text system.
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

Beyond Word N-Grams.
Proceedings of the Third Workshop on Very Large Corpora, 1995

1994
Intensional Verbs Without Type-Raising or Lexical Ambiguity.
CoRR, 1994

A Deductive Account of Quantification in LFG.
CoRR, 1994

Weighted Rational Transductions and their Application to Human Language Processing.
Proceedings of the Human Language Technology, 1994

Frequencies vs. Biases: Machine Learning Problems in Natural Language Processing - Abstract.
Proceedings of the Machine Learning, 1994

Frequencies vs Biases: Machine Learning Problems in Natural Language Processing (Extended Abstract).
Proceedings of the Seventh Annual ACM Conference on Computational Learning Theory, 1994

Similarity-Based Estimation of Word Cooccurrence Probabilities.
Proceedings of the 32nd Annual Meeting of the Association for Computational Linguistics, 1994

1993
Introduction.
Artif. Intell., 1993

Distributional Clustering of English Words.
Proceedings of the 31st Annual Meeting of the Association for Computational Linguistics, 1993

1992
A spoken language translator for restricted-domain context-free languages.
Speech Commun., 1992

Inside-Outside Reestimation from Partially Bracketed Corpora.
Proceedings of the Speech and Natural Language: Proceedings of a Workshop Held at Harriman, 1992

Efficient grammar processing for a spoken language translation system.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
Incremental Interpretation.
Artif. Intell., 1991

Toward a spoken language translator for restricted-domain context-free languages.
Proceedings of the Second European Conference on Speech Communication and Technology, 1991

Finite-State Approximation of Phrase Structure Grammars.
Proceedings of the 29th Annual Meeting of the Association for Computational Linguistics, 1991

1990
Semantic-Head-Driven Generation.
Comput. Linguistics, 1990

Categorial Semantics and Scoping.
Comput. Linguistics, 1990

Prolog and Natural-Language Analysis: Into the Third Decade.
Proceedings of the Logic Programming, Proceedings of the 1990 North American Conference, Austin, Texas, USA, October 29, 1990

Semantic Interpretation as Higher-Order Deduction.
Proceedings of the Logics in AI, European Workshop, 1990

1989
Integrating Speech and Natural-Language Processing.
Proceedings of the Speech and Natural Language: Proceedings of a Workshop Held at Philadelphia, 1989

The integration of speech and natural language in interactive spoken language systems.
Proceedings of the First European Conference on Speech Communication and Technology, 1989

Synergistic use of direct manipulation and natural language.
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 1989

A Semantic-Head-Driven Generation Algorithm for Unification-Based Formalisms.
Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1989

A Calculus for Semantic Composition and Scoping.
Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1989

1988
An Integrated Framework for Semantic and Pragmatic Interpretation.
Proceedings of the 26th Annual Meeting of the Association for Computational Linguistics, 1988

1987
TEAM: An Experiment in the Design of Transportable Natural-Language Interfaces.
Artif. Intell., 1987

Information, Unification and Locality.
Proceedings of the Theoretical Issues in Natural Language Processing 3, 1987

Grammars and Logics of Partial Information.
Proceedings of the Logic Programming, 1987

1986
A Sheaf-Theoretic Model of Concurrency
Proceedings of the Symposium on Logic in Computer Science (LICS '86), 1986

1985
Logic Programming.
J. Autom. Reason., 1985

TEAM: An Experimental Transportable Natural-Language Interface.
IEEE Database Eng. Bull., 1985

A Structure-Sharing Representation for Unification-Based Grammar Formalisms.
Proceedings of the 23rd Annual Meeting of the Association for Computational Linguistics, 1985

1984
The Semantics of Grammar Formalisms Seen as Computer Languages.
Proceedings of the 10th International Conference on Computational Linguistics and 22nd Annual Meeting of the Association for Computational Linguistics, 1984

1983
Can Drawing Be Liberated From the Von Neumann Style?
Proceedings of the Databases for Business and Office Applications, 1983

Transportability and Generality in a Natural-Language Interface System.
Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, 1983

Parsing as Deduction.
Proceedings of the 21st Annual Meeting of the Association for Computational Linguistics, 1983

1982
An Efficient Easily Adaptable System for Interpreting Natural Language Queries.
Am. J. Comput. Linguistics, 1982

1981
Extraposition Grammars.
Am. J. Comput. Linguistics, 1981

1980
Definite Clause Grammars for Language Analysis - A Survey of the Formalism and a Comparison with Augmented Transition Networks.
Artif. Intell., 1980

1977
Prolog - the language and its implementation compared with Lisp.
Proceedings of the 1977 Symposium on Artificial Intelligence and Programming Languages, 1977


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