Domain Adaptation for Statistical Classifiers

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Variational Methods in Optimization

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A Gaussian prior for smoothing maximum entropy models

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Supervised grammar induction using training data with limited constituent information

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Maximum entropy Markov models for information extraction and segmentation

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Corpus variation and parser performance

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Unsupervised langauge model adaptation

Bacchiani, M., and Roark, B. (2003) · 2003

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An extensive empirical study of feature selection metrics for text classification

Forman, G. (2003) · 2003

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Nonparametric Statistical Inference

Gibbons, J. D., and Chakraborti, S. (2003) · 2003

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A comparison of numerical optimizers for logistic regression

Minka, T. P. (2003) · 2003

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Supervised and unsupervised PCFG adaptation to novel domains

Roark, B., and Bacchiani, M. (2003) · 2003

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Adaptation of maximum entropy classifier: Little data can help a lot

Chelba, C., and Acero, A. (2004) · 2004

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