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John Lafferty | Researchclopedia

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John Lafferty

Northwestern University ORCID

295

Works

47,776

Citations

75

h-index

173

i10-index

Research Topics

Statistical Methods and Inference Natural Language Processing Techniques Topic Modeling

Affiliations

Northwestern University2025–2025

Defense Advanced Research Projects Agency2003–2003

St. Joseph Hospital1997–2000

Bloomberg (United States)2012–2012

Georgia Institute of Technology2012–2012

Top Works

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

John Lafferty,Andrew McCallum,et al.

200112,982 citations

Bayesian Modeling and Causal Inference

Neural Networks and Applications

Semi-supervised learning using Gaussian fields and harmonic functions

Xiaojin Zhu,Zoubin Ghahramani,et al.

20033,377 citations

Dynamic topic models

David M. Blei,John Lafferty

20062,353 citations

A statistical approach to machine translation

Peter F. Brown,John Cocke,et al.

19901,698 citations

A Study of Smoothing Methods for Language Models Applied to Ad Hoc Information Retrieval

ChengXiang Zhai,John Lafferty

20171,565 citations

A study of smoothing methods for language models applied to information retrieval

ChengXiang Zhai,John Lafferty

20041,206 citations

A correlated topic model of Science

David M. Blei,John Lafferty

20181,137 citations

Inducing features of random fields

S. Della Pietra,V. Della Pietra,et al.

19971,046 citations

Correlated Topic Models

John Lafferty,David M. Blei

2005929 citations