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General Alignment Models
Document and abstract are given
Alignment is a hidden variable
Define two statistical models:
- p(s,d) and p(s,d,a)
(complete) likelihood with alignment
(incomplete) likelihood of summary and document
Use expectation-maximization (EM) to compute hidden variables
Statistical models can be given in the form of a generative story