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Automated analysis of natural language texts is one of the most important knowledge discovery tasks for any organization. According to Gartner Group, almost 90% of knowledge available at an organization today is dispersed throughout piles of documents buried within unstructured text. Books, magazine articles, research papers, product manuals, memorandums, e-mails, and of course the Web, all contain textual information in the natural language form. Analyzing huge volumes of textual information…

The TextAnalyst package was easier to start working with than any of the others. Its user interface was relatively simple and it came with a tutorial which showed how to get it up and running in a short time. It did a reasonably good job of deriving the key points of a given text. Its abstracting capabilities managed to get the gist of the article but id didn’t grammatically clean…