Gate, all-purpose natural language processing

TreeTagger, text annotation in many languages

Lucene, text search engine

Terrier, another text search engine

Perseus, open source digital library

S-space, generic semantic space generation and semantic distance computation

TreeTagger, natural language processing (many modern languages)

Perseus, natural language processing (latin, greek and english)

TREC datasets

INEX datasets (login required)