Disclaimer: I received this book for free through the O’Reilly Blogger program. When you see “I am a sentence I am another sentence,” you know that you’re really looking at two different sentences even though the period between “sentence” and “I” is missing.
This book your computer to work with the looser languages used by humans (like English) instead of the stricter counterparts used by machines.
The content available so far gives you a brief background on the relevant parts of language — grammar, pragmatics, discourse analysis, etc.
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The authors go on to talk about setting up an annotation project: determining your goal, creating your model/specification, and creating/storing your annotations in a flexible but easy to create (by annotators) manner. I had no previous experience in this area, but I had no trouble understanding the subject matter for the most part.