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Supporting Collocation Learning Shaoqun Wu University of Waikato
strong smoker powerful tea big rain look book one sex product heavy smoker strong smoker heavy rain read a book disposable product
What is collocation? Choice of one word conditions the choice of the next, and of the next again John McHardy Sinclair
incite the soldiers to fight bravely The most important reason which caused these changes was the development of economy in developing countries.
Semantic Prosody (connotation) Many uses of words and phrases show a tendency to occur in a certain semantic environment John McHardy Sinclair
outcome, consequence and aftermath
horse horse tiger tiger people mountain people sea
Existing collocation resources
What are you doing tonight ? I am going to look TV.
Collocation databases Web Phrases Web collocations British National Corpus, British Academic Written Text and Wikipedia
Building collocation databases
Google n-gram collection word_1 word_2 … word_n count tokens 1,024,908,267,22910 12 sentences 95,119,665,584 0.95 10 9 unigrams 13,588,391 0.014 10 9 bi-grams 314,843,401 0.3 10 9 trigrams 977,069,902 1.0 10 9 four-grams 1,313,818,354 1.3 10 9 five-grams 1,176,470,663 1.2 10 9
language knowledge is collocation Language knowledge is collocation knowledge 12111211
language knowledge knowledge is is collocation collocation knowledge 11111111
language knowledge is 1 knowledge is collocation 1 is collocation knowledge 1 Language knowledge is collocation knowledge
language knowledge is collocation knowledge is collocation knowledge 11 11
Language knowledge is collocation knowledge Language knowledge is collocation knowledge 1
Natural Language Porcessing OpenNLP toolkits How are you? Im fine.
cut: noun or verb? Grow your own cut flowers. How to cut flowers to last longer? cut flowers
cut: noun or verb? cut flowers and ornamental foliage cut flowers
Language knowledge is collocation knowledge Language/NN knowledge/NN is/VBZ collocation/NN knowledge/NN
Extracting noun + noun phrases Language/NN knowledge/NN is/VBZ collocation/NN knowledge/NN
Language/NN knowledge/NN collocation/NN knowledge/NN Extracting noun + noun phrases
Parents have a wide range of options to cultivate their children with a good art understanding cultivate their children
It will health problem bring the heath problem.
Dear Jane You are very very very beautiful. I love you very much. Joe
Supporting Collocation Learning Shaoqun Wu The university of Waikato a data-driven approach.
FLAX Shaoqun Wu and Ian H. Witten Computer Science Department Waikato University New Zealand Utilizing lexical data from a web-derived.
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BTANT 129 w5 Introduction to corpus linguistics. BTANT 129 w5 Corpus The old school concept – A collection of texts especially if complete and self-contained:
Grammar and Sentence Writing ENG 111 Al-Huqail, Eman.
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1.I was an international flight attendant when I was 21 years old. 2. When I was young, I wanted to be a social worker, the teaching profession never.
Maximum Entropy techniques for exploiting syntactic, semantic and collocational dependencies in Language Modeling Sanjeev Khudanpur, Jun Wu Center for.
5.9 + = 10 a)3.6 b)4.1 c)5.3 Question 1: Good Answer!! Well Done!! = 10 Question 1:
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Corpora and Concordancers in ESL/EFL Class: Truly Authentic Language for Language Learning. and opening.
1 I amgoing tostay at home. He She It isgoing tostay at home. You We They are going tostay at home..
Gerunds & Infinitives Focus on Academic English. How to use Infinitives O As the object of some verbs (7.2): O I hope to pass the class. O Let’s do Ex.
Noun Clauses beginning with a Question Word Chapter 14 – Noun Clauses ( question word and if/whether clauses)
8 th grade language arts. verbs-active-passive-conditional-and- subjunctive-mood-to-achieve-particular- effects-common-core-standards-8-l-3-8-l-3-a.
Using corpus-based resources to support academic writing Shaoqun Wu Computer Science Department The University of Waikato.
10/5/2013Multiplication Rule 11 Multiplication Rule 1: If a > b and c > 0 then a c > bc Examples If 7 > 3 and 5 > 0 then 7(5) > 3(5) If 2x + 6 > 8 then.
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