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Class Notes for Computer Science at Yale University

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CPSC 477 Lecture Notes - Lecture 15: Semantic Similarity, Gazetteer, Softmax Function

232 named entity recognition IOB format: inside, outside, beginning > Bprefix = tag is beginning of a chunk, I = inside a chunk, O = outside the chunk Vs IO: inside outside extraction features: identity of word_i, neigh...

Computer Science
CPSC 477
Dragomir Radev
CPSC 477 Lecture 7: nlp_3.8

Named entity recognition Segmentation vs classification Ex: Donald Trump went to Washington Named entities: Donald Trump, Washington o And then classify SVM Classification Use gazetteers, large database of names Gale Re...

Computer Science
CPSC 477
Dragomir Radev
CPSC 477 Lecture Notes - Lecture 4: Internationalization And Localization, Proto-Indo-European Language

February 7 th 141 Thin vs the Cognates - Words that sound or look similar may be related historically Proto-Indo-European language International -> i18n Diversity of languages - Software and texts (soc...

Computer Science
CPSC 477
Dragomir Radev
CPSC 477 Lecture Notes - Lecture 3: Binary Classification, Parsing, Lexical Analysis

153 Type = unique word/ character Token = total number of words Tokenization - Dont want to break up words like New York, ad hoc, - Tokenizing: New York-Los Angeles Flight o Phrase processing firs...

Computer Science
CPSC 477
Dragomir Radev
CPSC 477 Lecture Notes - Lecture 1: Sigmoid Function, Parsing, Fake News

Borrows from linguistics, AI, build systems web.stanford.edu/~jurafsky/slp3 ntlk.org Tuesday May 9 2 PM final exam Core: parsing, part of speech tagging, text generation, semantic analysis Yale-lily.github.io Matr...

Computer Science
CPSC 477
Dragomir Radev
CPSC 477 Lecture Notes - Lecture 2: Chomsky Hierarchy, Software Agent, Natural Language

Finite state machines Chomsky hierarchy - Different grammatical formalisms - More power to describe sentences and strings Input -> noisy channel -> output, figure out input First systems made at Bell Labs ...

Computer Science
CPSC 477
Dragomir Radev
CPSC 079 Lecture Notes - Lecture 7: Jargon, Certified Public Accountant, Toothpaste

ChaptEr sEVEn BUSINESS COMMUNICATION OBJECTIVES By the end of this chapter, you are expected to: • appreciate the vital role that communication plays in business management • understand t...

Computer Science
CPSC 079
Dr.Terry Anna
CPSC 079 Lecture Notes - Lecture 5: Drayage, Image Sharing, Fiber-Optic Communication

ChaptEr FiVE EMERGING TRENDS IN ENTREPRENEURSHIP OBJECTIVES By the end of this chapter, you are expected to: • understand the ethical issues the entrepreneur should bear in mind as he sets his busine...

Computer Science
CPSC 079
Dr.Terry Anna
CPSC 079 Lecture Notes - Lecture 8: Videotelephony, Narok, Email

ChaptEr EiGht IT IN BUSINESS COMMUNICATION OBJECTIVES By the end of this chapter, you are expected to: • Explain how iCt has affected business communication in recent years • identify the var...

Computer Science
CPSC 079
Dr.Terry Anna
CPSC 079 Lecture Notes - Lecture 3: Double Taxation, Statutory Corporation, Overdraft

ChaptEr thrEE ENTERPRISE DEVELOPMENT AND AWARENESS OBJECTIVES By the end of this chapter, a student is expected to; • Know what an enterprise is. • understand the ...

Computer Science
CPSC 079
Dr.Terry Anna
CPSC 079 Lecture Notes - Lecture 4: Unique Selling Proposition, Life Insurance, Income Statement

ChaptEr Four BUSINESS PLAN DEVELOPMENT OBJECTIVES By the end of this chapter, you are expected to; • Know what a business plan is. • understand the importance of a business to a business. ...

Computer Science
CPSC 079
Dr.Terry Anna
CPSC 079 Lecture Notes - Lecture 1: Embezzlement, Webmail, Autoresponder

ChaptEr onE INTRODUCTION OBJECTIVES • By the end of this chapter, a student is expected to; • understand the concept of entrepreneurship and its role in the economy • app...

Computer Science
CPSC 079
Dr.Terry Anna
CPSC 079 Lecture Notes - Lecture 6: High Standard Manufacturing Company, Headache, Videotelephony

ChaptEr siX COMMUNICATION SKILLS OBJECTIVES By the end of this chapter, you are expected to; • understand the communication process and various modes of communication • identify the v...

Computer Science
CPSC 079
Dr.Terry Anna
CPSC 079 Lecture Notes - Lecture 2: Raw Image Format, Loose Coupling, Agglomerate

ChaptEr tWo BUSINESS OPPORTUNITIES OBJECTIVES • By the end of this chapter, a student is expected to; • attain comprehensive knowledge of what a business opportunity is • Enhance as...

Computer Science
CPSC 079
Dr.Terry Anna
CPSC 079 Lecture Notes - Lecture 13: Email, Channel (Communications), Business Opportunity

CHARPTER 1 QUIZE 1. • Define Entrepreneurship • Define communication • describe the relationship between entrepreneurship and communication 2. What attributes should an entrepreneur possess for...

Computer Science
CPSC 079
Dr.Terry Anna

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