John Lafferty
John Lafferty
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Cited by
Cited by
Conditional random fields: Probabilistic models for segmenting and labeling sequence data
J Lafferty, A McCallum, FCN Pereira
Semi-supervised learning using gaussian fields and harmonic functions
X Zhu, Z Ghahramani, JD Lafferty
Proceedings of the 20th International conference on Machine learning (ICML …, 2003
Dynamic topic models
DM Blei, JD Lafferty
Proceedings of the 23rd international conference on Machine learning, 113-120, 2006
A statistical approach to machine translation
PF Brown, J Cocke, SA Della Pietra, VJ Della Pietra, F Jelinek, J Lafferty, ...
Computational linguistics 16 (2), 79-85, 1990
A study of smoothing methods for language models applied to ad hoc information retrieval
C Zhai, J Lafferty
ACM SIGIR Forum 51 (2), 268-276, 2017
Clustering with Bregman divergences.
A Banerjee, S Merugu, IS Dhillon, J Ghosh, J Lafferty
Journal of machine learning research 6 (10), 2005
Inducing features of random fields
S Della Pietra, V Della Pietra, J Lafferty
IEEE transactions on pattern analysis and machine intelligence 19 (4), 380-393, 1997
A study of smoothing methods for language models applied to information retrieval
C Zhai, J Lafferty
ACM Transactions on Information Systems (TOIS) 22 (2), 179-214, 2004
A correlated topic model of science
DM Blei, JD Lafferty
The annals of applied statistics 1 (1), 17-35, 2007
Diffusion kernels on graphs and other discrete structures
RI Kondor, J Lafferty
Proceedings of the 19th international conference on machine learning 2002 …, 2002
Using maximum entropy for text classification
K Nigam, J Lafferty, A McCallum
IJCAI-99 workshop on machine learning for information filtering 1 (1), 61-67, 1999
Correlated topic models
D Blei, J Lafferty
Advances in neural information processing systems 18, 147, 2006
Document language models, query models, and risk minimization for information retrieval
J Lafferty, C Zhai
Proceedings of the 24th annual international ACM SIGIR conference on …, 2001
Topic models
DM Blei, JD Lafferty
Text mining: classification, clustering, and applications 10 (71), 34, 2009
High-dimensional Ising model selection using ℓ1-regularized logistic regression
P Ravikumar, MJ Wainwright, JD Lafferty
The Annals of Statistics 38 (3), 1287-1319, 2010
Statistical models for text segmentation
D Beeferman, A Berger, J Lafferty
Machine learning 34 (1), 177-210, 1999
Model-based feedback in the language modeling approach to information retrieval
C Zhai, J Lafferty
Proceedings of the tenth international conference on Information and …, 2001
Information retrieval as statistical translation
A Berger, J Lafferty
ACM SIGIR Forum 51 (2), 219-226, 2017
Semi-supervised learning with graphs
X Zhu, J Lafferty, R Rosenfeld
Carnegie Mellon University, language technologies institute, school of …, 2005
Beyond independent relevance: methods and evaluation metrics for subtopic retrieval
CX Zhai, WW Cohen, J Lafferty
ACM SIGIR Forum 49 (1), 2-9, 2015
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