Information Extraction (IE) is a shallow form of text understanding that
extracts substrings about prespecified types of entities or relationships from
documents and web pages. Our work has focused on machine learning methods that
induce information extractors from manually labeled training examples. Our
recent work has focussed on IE for bioinformatics
The RISE web site is a
useful general information resource on IE.