(0) Cover
(1) Last Time
(2) Leftovers: POS distribution
(3) Leftovers: Unsupervised TBL
(4) Today
(5) The General Problem
(6) POS tagging
(7) POS tagging: Representation
(8) Feature Vector Representation
(9) POS Representation
(10) POS Representation
(11) Maximum Entropy: Motivating Example
(12) One Way To Satisfy Constraints
(13) Another Way To Satisfy Constraints
(14) Maximum Entropy Modeling
(15) Representing Evidence
(16) Principle of Maximum Entropy
(17) Outline
(18) Notations
(19) Relative Entropy (Kullback-Liebler Distance)
(20) Pythagorean Property
(21) The Maximum Entropy Solution\tiny
(22) The Maximum Likelihood Solution\tiny
(23) Duality Theorem
(24) Generative Iterative Scaling
(25) GIS (cont.)
(26) Computation\small
(27) ME classifiers
(28) Summary


Postscript