Automatic indexing by computers for Chinese bibliography has become one of the most critical problems which should be solved immediately in digital library construction.This paper tries to introduce Conditional Random Fields(CFRs) algorithm into the keyword extraction of Chinese bibliography,and builds the model which faces book contents based on the word roles annotation.The model turns the book contents into sequences of words.Based on that,an idea which combines word roles space model building with conte...