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Charniak, Eugene
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Introduction to deep learning
Charniak E., The MIT Press, Cambridge, MA, 2019. 192 pp. Type: Book (978-0-262039-51-2)
Deep learning has taken many application domains by storm, specifically those where artificial intelligence (AI) techniques have been struggling without too much success for decades. One of those domains is natural language processing ...
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Mar 5 2020
Natural language learning
Charniak E. ACM Computing Surveys 27(3): 317-319, 1995. Type: Article
Charniak presents a precis of the state of the art in natural language learning. In the past decade, natural language processing (NLP) has gone from a laboratory curiosity to successful and useful, however simple, applications in busin...
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Oct 1 1996
Cost-based abduction and MAP explanation
Charniak E., Shimony S. Artificial Intelligence 66(2): 345-374, 1994. Type: Article
Explanation such as medical diagnosis or image understanding can be seen as theorem proving. Sometimes several sets of assumptions (hypotheses) that prove the observed evidence exist. Assume that costs are assigned to each assumption a...
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Mar 1 1995
Introduction to artificial intelligence
Charniak E., McDermott D., Addison-Wesley Longman Publishing Co., Inc., New York, NY, 1985. 144 pp. Type: Book (9789780201119459)
Artificial Intelligence (AI) is, or at least has been, a hot topic at colleges, universities, and industrial laboratories. Students are eager to enroll in courses with AI in the title, and even some strictly undergraduate schools have ...
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Sep 1 1988
Introduction to artificial intelligence
Charniak E., McDermott D., Addison-Wesley Longman Publishing Co., Inc., Boston, MA, 1985. Type: Book (9789780201119459)
This book will cause much consternation amongst those now writing introductory artificial intelligence textbooks--it will be a hard book to top. The book is thorough and presents material not covered by other such books. Of pa...
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Nov 1 1985
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