(0) Cover
(1) What is Text?
(2) What is Text?
(3) Content-based Structure
(4) Rhetorical Structure
(5) Analogy with Syntax
(6) Two Approaches to Text Structure
(7) Motivation
(8) Today: Domain-Specific Models
(9) Argumentative Zoning
(10) Argumentative Zoning
(11) Motivation
(12) Approach
(13) Examples
(14) Kappa Statistics
(15) Features
(16) Results
(17) Supervised Content Modeling
(18) Annotated Transcript
(19) Semantic Sequence
(20) Pattern Detection
(21) Example of Learned Pattern
(22) Evaluation
(23) Content Models
(24) Learning Content Structure
(25) Patterns in Content Organization
(26) Patterns in Content Organization
(27) Computing Content Model
(28) Model Induction
(29) Model Induction
(30) Model Induction
(31) Initial Topic Induction
(32) From Clusters to States
(33) Estimating Emission Probabilities
(34) Estimating Transition Probabilities
(35) Viterbi re-estimation
(36) Evaluation: Data
(37) Applications of Content Models
(38) Information Ordering
(39) Application: Information Ordering
(40) Evaluation: Ordering
(41) Results: Ordering
(42) Learning Curves for Ordering
(43) Summarization Task
(44) Results: Summarization
(45) Here is a right order
(46) Learning Curves for Summarization


Postscript