Sequential Conditional Generalized Iterative Scaling

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Summary

A speedup for training conditional maximum entropy models is described, a simple variation on Generalized Iterative Scaling, but converges roughly an order of magnitude faster, depending on the number of constraints, and the way speed is measured.

Type
article
Published
2002-07-06
Cited by
93
References
19
Access
Open access

Keywords

Speedup, Computer science, Scaling, Algorithm, Entropy (arrow of time)

References

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