GATE (General Architecture for Text Engineering) is an architecture, framework and development environment for developing, evaluating and embedding Human Language Technology. See http://gate.ac.uk for full details.
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The most complete open-source text processing platform, robust, complete but yest easy to extend.
handy & useful tool
Gate works great.