International Journal Open Access

Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data

Authors

John Lafferty, Andrew McCallum, Fernando C. N. Pereira

Journal

ScholarlyCommons (University of Pennsylvania)

Year Published

2001

Publisher

University of Pennsylvania

Citations

12555 citations

Type

Article

Language

EN

Topics & Concepts

Conditional random field (0.86) Maximum-entropy Markov model (0.77) Graphical model (0.74) Conditional entropy (0.65) Conditional independence (0.63)

Abstract

Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data - Full text available via OpenAlex

Author Details

John Lafferty

ORCID

Andrew McCallum

ORCID

Fernando C. N. Pereira

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