(0) Cover
(1) Today's Topics
(2) What is NLG?
(3) Why to Use NLG?
(4) Example: Summary of basketball games
(5) Output
(6) NLG System Architecture
(7) Content determination
(8) Discourse Planning
(9) Sentence Planning
(10) Lexicalization + Syntactic Realization
(11) Realization task
(12) Basics
(13) Impact of Conversational Implicature
(14) Inappropriate Modifiers
(15) Psychological Data
(16) Transcript Analysis
(17) Results of Transcript Analysis
(18) Algorithm: Representation
(19) Algorithm
(20) Text-to-Text Generation
(21) Supervised Approach to Referent Selection
(22) Key Idea
(23) Entity Profile
(24) Distributional Properties of Profile
(25) Features
(26) Experimental Results
(27) Rule Examples
(28) Unsupervised Referent Selection
(29) Example
(30) Target NP Features
(31) Types of Referents
(32) HHM Construction
(33) Fragment of HMM
(34) Evaluation
Postscript