Top 4 corpus-tools open source projects

Simple multilingual lemmatizer for Python, especially useful for speed and efficiency

An advanced, extensible web front-end for the Manatee-open corpus search engine

Tools for filtering and cleaning parallel and monolingual corpora for machine translation and other natural language processing tasks.

Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments