Instead of reading a specific book, diving into the sea of papers might be an as good idea. http://www.aclweb.org, for example, contains many topics on NLP. Through those papers, you get references to more papers, some of which are the foundations of a certain branch of NLP. And because they were written by different authors, you are unlikely to be influenced too much by one point of view.
