Introduction -- Levels of natural language processing for text mining -- Lexical, terminological, and ontological resources for biological text mining -- Automatic terminology management in biomedicine -- Abbreviations in biomedical text -- Named entity recognition -- Information extraction -- Corpora and their annotation -- Evaluation of text mining in biology -- Integrating text mining with data mining.