Wang, Shaojun

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Wright State University CORE Scholar Computer Science & Engineering Syllabi College of Engineering & Computer Science Winter 2008 CS 771-01: Natural Language Processing Techniques Shaojun Wang Wright State University - Main Campus, shaojun.wang@wright.edu Follow this and additional works at: https://corescholar.libraries.wright.edu/cecs_syllabi  Part of the Computer Engineering Commons, and the Computer Sciences Commons Repository Citation Wang, S. (2008). CS 771-01: Natural Language Processing Techniques. . https://corescholar.libraries.wright.edu/cecs_syllabi/728 This Syllabus is brought to you for free and open access by the College of Engineering & Computer Science at CORE Scholar. It has been accepted for inclusion in Computer Science & Engineering Syllabi by an authorized administrator of CORE Scholar. For more information, please contact library-corescholar@wright.edu. Page 1 of 1 CS771: NATURAL LANGUAGE PROCESSING TECHNIQUES WINTER2008 INFORMATION -·--~·-·~·-·~-~· SYLJ"'.AIU.IS ASSI_G~~U~NTS Day Topic Reading Optional Reading 1/07/08 Jntroduction, basics of information theory JM: 1; MS: 1-3 Statistigal meth.Q@ in Encyclopedia of Cognitive Science by Steve Abney. 1 /09/08 Source-cbannel model, zipfs law and n-grams MS: 2.2.4, . 1.4.3 l/14/08 Smoothing techniques: Loaplace, Good-Turing JM: 4.5; MS: 6.2 b.I~~Good Tur~ ~ymm()tica!J)'.Qgtima! grobability_estimation. in Science, 302(5644):427-431 by Alon Orlitsky et al. 1/16/08 Interpolation; Back-off: Katz, Kneser-Ney JM: 4.6-9; MS: 6.3 Afll<mP-irLcal studv of ~moothin.g_teclmjgue~iQ[ lang!!Qge modeling in Computer Speech & Language. 13( 4):3 19-358, J999 by S. Chen and J. Goodman 1/14/2008http://www.cs.wright.edu/-swang/cs771/syllabus.html 

CS 771-01: Natural Language Processing Techniques

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CS 771-01: Natural Language Processing Techniques

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