For example , McKnight and Srinivasan ( 2003 ) describe a machine learning approach to automatically label sentences as belonging to introduction , methods , results , or conclusion using structured abstracts as training data ( see also Lin et al. 2006 ) .
generative content models for structural analysis of medical abstracts
Jimmy Lin Damianos Karakos Dina Demner-Fushman Sanjeev Khudanpur
The literature also contains work on sentence-level classification of MEDLINE abstracts for non-clinical purposes . For example , McKnight and Srinivasan ( 2003 ) describe a machine learning approach to automatically label sentences as belonging to introduction , methods , results , or conclusion using structured abstracts as training data ( see also Lin et al. 2006 ) . Tbahriti et al. ( 2006 ) have demonstrated that differential weighting of automatically labeled sections can lead to improved retrieval performance .
For example , McKnight and Srinivasan ( 2003 ) describe a machine learning approach to automatically label sentences as belonging to introduction , methods , results , or conclusion using structured abstracts as training data ( see also @@CITATION ) .