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Natural Language Understanding (2nd Edition)
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From a leading authority in artificial intelligence, this book delivers a synthesis of the major modern techniques and the most current research in natural language processing. The approach is unique in its coverage of semantic interpretation and discourse alongside the foundational material in syntactic processing.

Paperback: 654 pages

Publisher: Pearson; 2 edition (August 13, 1994)

Language: English

ISBN-10: 0805303340

ISBN-13: 978-0805303346

Product Dimensions: 6.5 x 1.5 x 9 inches

Shipping Weight: 2.2 pounds (View shipping rates and policies)

Average Customer Review: 4.5 out of 5 stars  See all reviews (6 customer reviews)

Best Sellers Rank: #799,675 in Books (See Top 100 in Books) #71 in Books > Computers & Technology > Computer Science > AI & Machine Learning > Natural Language Processing #244 in Books > Textbooks > Computer Science > Artificial Intelligence #541 in Books > Computers & Technology > Computer Science > AI & Machine Learning > Intelligence & Semantics

Last week, I was looking at the back flap of this book, and I saw something so shocking that I started choking on my pretzels! My wife, after slapping me on the back till I stopped choking, glanced down at the page--filled with bizzare symbols--and said, "How shocking could that page possibly be???"Well, I was looking at a list abbrieviations of the categories (parts of speech) which the book used, and I noticed, for the first time after owning this book for over 10 years, that there was no abbriviation for "conjunction" listed. And indeed, after consulting the index and looking through the book, it is plain to see that this book doesn't treat conjunction at all!I have many fond memories of this book--it is the book which my beloved professor at grad school taught me NLP from, and indeed, it contains far more information about NLP than most of its successors. For example, this book gives perhaps the best discussion of quantifier scope ambiguities of all the major NLP textbooks. (cf. with Jurafski and Martin's book, which devotes about 1/2 a sentence to quantifier scope ambiguities).But it has odd ommissions, one of which is the lack of treatment of conjunction/disjunction. After devoting so much time to quantifier scope, why does Allen leave me in the dark about whether "Every woman" can take scope over "a man" in the sentence "A man and every woman hug each other?" Does that scope differently from "Every woman and a man hug each other?" Or what about "Every woman and her mother fight?" Can that mean "Every woman fights with her mother" or are we to look for another antecedient for "her"?Or again, Allen's treatment of prolog-esque definite clause grammars. Allen deserves major kudus here for including them.

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