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Maximum Entropy Modeling

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Saved by 5 people (0 private), first by anonymouse user on 2007-07-06


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This page dedicates to a general-purpose machine learning technique called Maximum Entropy Modeling (MaxEnt for short). On this page you will find:

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Maximum Entropy Modeling has been successfully applied to Computer Vision, Spatial Physics, Natural Language Processing and many other fields. This page will focus on applying Maxent to Natural Language Processing (NLP).

The concept of Maximum Entropy can be traced back along multiple threads to Biblical times. However, not until the late of 21st century has computer become powerful enough to handle complex problems with statistical modeling technique like Maxent.

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Here is an (incomplete) list of tutorials & introduction for Maximum Entropy Modeling

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Here is an incomplete list of software found on the net that are related to Maximum Entropy Modeling.

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Here is a list of recommended papers on Maximum Entropy Modeling with brief annotation.

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