|
|
libcats.org
Statistical Language LearningEugene CharniakEugene Charniak breaks new ground in artificial intelligence research by presenting statistical language processing from an artificial intelligence point of view in a text for researchers and scientists with a traditional computer science background.New, exacting empirical methods are needed to break the deadlock in such areas of artificial intelligence as robotics, knowledge representation, machine learning, machine translation, and natural language processing (NLP). It is time, Charniak observes, to switch paradigms. This text introduces statistical language processing techniques - word tagging, parsing with probabilistic context free grammars, grammar induction, syntactic disambiguation, semantic word classes, word-sense disambiguation - along with the underlying mathematics and chapter exercises.Charniak points out that as a method of attacking NLP problems, the statistical approach has several advantages. It is grounded in real text and therefore promises to produce usable results, and it offers an obvious way to approach learning: "one simply gathers statistics."
Популярные книги за неделю:
Система упражнений по развитию способностей человека (Практическое пособие)Автор: Петров Аркадий НаумовичКатегория: Путь к себе
Размер книги: 818 Kb
Сотворение мира (3-х томник)Автор: Петров Аркадий НаумовичКатегория: Путь к себе
Размер книги: 817 Kb
Только что пользователи скачали эти книги:
Asterisk: The Future of TelephonyАвтор: Jim Van Meggelen, Автор: Jared Smith, Автор: Leif MadsenКатегория: Computer science
Размер книги: 4.83 Mb
Philosophy of Plato and AristotleАвтор: Alfarabi, Автор: Muhsin Mahdi, Автор: Muhsin Mahdi, Автор: Charles E. ButterworthКатегория: Philosophy
Размер книги: 9.77 Mb
Reasoning in Biological Discoveries: Essays on Mechanisms, Interfield Relations, and Anomaly Resolution (Cambridge Studies in Philosophy and Biology)Автор: Lindley DardenКатегория: Образование
Размер книги: 3.59 Mb
Pediatric Surgery: Diagnosis and Management (English and English Edition)Автор: Prem Puri, Автор: Michael E. HöllwarthКатегория: Языкознание
Размер книги: 178.45 Mb
Encyclopaedia Psionica: World Shapers (d20 3.5 Fantasy Roleplaying)Автор: Shannon Kalvar
Размер книги: 3.35 Mb
|
|
|