Project Website: Description Chapter Slides Relation to 2nd ed. 1: Introduction [Ch. 1 in 2nd ed.] 2: Text [] [] Edit Distance [] [] [Ch. 2 and parts of Ch. 3 in 2nd ed.] 3: Finite State Transducers 4: LM [] [] [Ch.
4 in 2nd ed.] 5: Neural Language Models and RNNs 6: Spelling [] [] [expanded from pieces in Ch. 5 in 2nd ed.] 7: NB [] [] Sentiment [] [] [new in this edition] 8: [Ch. Youtube justin timberlake like i love you.
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6 in 2nd ed.] 9: [Ch. 5 in 2nd ed.] 10: Formal Grammars of English 11: Syntactic Parsing 12: Statistical Parsing 13: Dependency Parsing 14: Language and Complexity 15: Vector [] [] [expanded from parts of Ch. 19 and 20 in 2nd ed.] 16: Dense Vector [] [] [new in this edition] 18: Intro, Sim [] [] WSD [] [] [expanded from parts of Ch. 19 and 20 in 2nd ed.] 21: SentLex [] [] [new in this edition] 16: The Representation of Sentence Meaning 17: Computational Semantics??: Neural Models of Sentence Meaning (LSTM, CNN, etc.) 20: [Ch. 22 in 2nd ed.] 22: SRL [] [] Select [] [] [expanded from parts of Ch.
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19 and 20 in 2nd ed.] 23: Coreference Resolution and Entity Linking 24: Discourse Coherence 25: Summarization 26: Machine Translation 27: 28: Conversational Agents 29: Speech Recognition 30: Speech Synthesis About the Author Dan Jurafsky is an associate professor in the Department of Linguistics, and by courtesy in Department of Computer Science, at Stanford University. Previously, he was on the faculty of the University of Colorado, Boulder, in the Linguistics and Computer Science departments and the Institute of Cognitive Science. He was born in Yonkers, New York, and received a B.A. In Linguistics in 1983 and a Ph.D. In Computer Science in 1992, both from the University of California at Berkeley.
He received the National Science Foundation CAREER award in 1998 and the MacArthur Fellowship in 2002. He has published over 90 papers on a wide range of topics in speech and language processing. Martin is a professor in the Department of Computer Science and in the Department of Linguistics, and a fellow in the Institute of Cognitive Science at the University of Colorado at Boulder. He was born in New York City, received a B.S. In Comoputer Science from Columbia University in 1981 and a Ph.D. In Computer Science from the University of California at Berkeley in 1988. He has authored over 70 publications in computer science including the book A Computational Model of Metaphor Interpretation.