Cynical Selection of Language Model Training Data

A Universal Prior for Integers and Estimation by Minimum Description Length

Rissanen, J. (1983) · 1983

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Scalable Backoff Language Models

Seymore, K. and Rosenfeld, R. (1996) · 1996

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Entropy-Based Pruning of Backoff Language Models

Stolcke, A. (1998) · 1998

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Comparing Corpora

Kilgarriff, A. (2001) · 2001

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Growing an N-gram Language Model

Siivola, V. and Pellom, B. L. (2005) · 2005

Cited alongside, same era.

Intelligent Selection of Language Model Training Data

Moore, R. C. and Lewis, W. D. (2010) · 2010

Cited alongside, same era.

Domain Adaptation Via Pseudo In-Domain Data Selection

Axelrod, A., He, X., and Gao, J. (2011) · 2011

Cited alongside, same era.

Data Selection for Statistical Machine Translation

Axelrod, A. (2014) · 2014

Cited alongside, same era.

Selecting Relevant Text Subsets from Web-Data for Building Topic Specific Language Models

Sethy, A., Georgiou, P. G., and Narayanan, S. (2006a)

Cited in the paper.

Text Data Acquisition for Domain-Specific Language Models

Sethy, A., Georgiou, P. G., and Narayanan, S. (2006b)

Cited in the paper.

Submodularity for Data Selection in Statistical Machine Translation

Bilmes, J. and Kirchhoff, K. (2014) · 2014

Later among the works it cites.

Submodular Subset Selection for Large-Scale Speech Training Data

Original

Wei, K., Liu, Y., Kirchhoff, K., Bartels, C., and Bilmes, J. (2014) · 2014

Later among the works it cites.

Class-Based N-gram Language Difference Models for Data Selection

Axelrod, A., Vyas, Y., Martindale, M., and Carpuat, M. (2015) · 2015

Later among the works it cites.