The JULIE Lab here offers a comprehensive NLP tool suite for the application purposes of semantic search, information extraction and text mining. Most of our continuously expanding tool suite is based on machine learning methods and thus is domain- and language independent.
One main feature is that we offer our tools both as stand-alone programs and wrapped within the UIMA framework. UIMA is an open-source, industrial-strength, scaleable and extensible platform for creating, integrating and deploying unstructured information management solutions from combinations of semantic analysis and search components.
For the purpose of including our tools within UIMA, we developed a comprehensive annotation type system which covers formal document structure and document meta information as well as the linguistic levels of morphology, syntax and semantics.