(0) Cover
(1) Today
(2) Types of Summarization\small
(3) Different Ways to Summarize\small
(4) Learning to Summarize: Key Issues
(5) Supervised Approaches
(6) Supervised Approaches
(7) Supervised Approaches
(8) Alignment
(9) Alignment Input
(10) Alignment Output
(11) Alignment for Summarization
(12) It is hard!
(13) Patterns of Mapping
(14) myslide {Sentence alignment in MT}
(15) myslide {Length-based Alignment}
(16) myslide {Length-based Alignment}
(17) Design Choices in Alignment
(18) Corpus Type
(19) Matching Predicate
(20) Methods for Overall Alignment
(21) Computational Geometry Methods
(22) Computational Geometry Methods
(23) Supervised Approaches
(24) Abstraction: Shallow Features
(25) Zipf Distribution
(26) Word Frequency vs Resolving Power
(27) Assigning Weights
(28) TF*IDF
(29) Abstraction: Structural Approaches
(30) Classification for Content Selection\footnotesize
(31) Supervised Approaches
(32) Rewriting: Title Generation
(33) Rewriting: Sentence Compression
(34) Semantic-based Summarization
(35) Summary Example
(36) Semantic-based Summarization: Architecture
(37) Semantic-based Summarization: Architecture
(38) Input Abstraction\footnotesize
(39) Input Abstraction
(40) Summarization Evaluation: Intrinsic Measures\small
(41) Summarization Evaluation: Extrinsic Measures


Postscript