Producing a dictionary of collocations



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Ústav Českého národního korpusu Czech National Corpus Institute Producing a dictionary of collocations Michael Rundell Macmillan Dictionaries and Lexicography MasterClass

Outline Why a collocations dictionary? for receptive use for productive use Questions for a collocations dictionary which definition of collocation? what should it include? A look at MCD Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 2

What is collocation? It is not so much the words of English nor the grammar of English that makes English difficult The vague and undefined obstacle to progress consists for the most part in the existence of so many odd comings-together-of words Harold Palmer 1933 Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 3

But why a collocations dictionary? What s wrong with regular learners dictionaries? online sources, such as Leo http://dict.leo.org Frequency lists www.wordfrequency.info/ Just the Word http://193.133.140.102/justtheword/ Most of the information is there, most of it is free, but Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 4

What makes collocation so important? Link between frequency (in a corpus), typicality, and naturalness In productive mode: a key to fluency and naturalness In receptive mode, essential to meaning: you really do know a word by the company it keeps Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 5

Collocation and meaning Sick has several meanings: which one does the speaker intend? I had never eaten oysters before, and I became violently sick. Volunteers are trained to provide care for chronically sick people in their homes. We are all heartily sick of their negative attitude. The collocate (adverb) is the clue Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 6

Economic/economical: what s the difference? Look at the nouns which these adjectives most frequently modify These are its collocates What do they tell us about the meaning of the two adjectives? See also data in MED Get it Right box at entry for economical Collocation box at entry for economic Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 7

Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 8

Two views of collocation The statistical view a measure of the frequency with which two or more words co-occur (cf. Cermak 2006: purely surface, computational approach) of the: the most frequent bigram in English the most frequent adverb+adjective combinations include: very good, more likely, quite happy, most important Is this interesting/useful information? Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 9

Two views of collocation An onomasiological/functional view how do I say do/make with this noun e.g. *she made a serious crime? how do I say very/extremely with this adjective e.g. it was bitterly cold? how do I say strongly with this verb e.g. I distinctly (not *strongly) remember Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 10

What should a collocations dictionary include? Language data isn t a problem very large corpora available (2 billion words) intelligent software (e.g. Word Sketches), with saliency measures: finds all frequent collocates Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 11

Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 12

But which words do you include? Not obvious wide range of answers in existing collocations dictionaries No established model (unlike general advanced learner s dictionaries ) BBI: non-corpus based, follows Mel cuk s categories (broadly) LTP: non-corpus-based, no clear methodology OCD: see nextr slide Depends on how you define collocation Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 13

A descriptive or productive approach? Oxford Collocations Dictionary: descriptive provides a complete record of how words combine wide coverage: headwords include goalkeeper, seagull, admiral, masochism, flea, double bass, nervous breakdown, diarrhoea Very detailed descriptions: e.g. food Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 14

Collocationality (Kilgarriff 2006): a more scientific approach Some words are more collocational than others A spectrum, going from unmitigated, thorny, ulterior, amends, wreak: a small number of very salient collocates to food, house, big, feel: a large number of combinations, none very strong Interesting area is in the middle! Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 15

Macmillan Collocations Dictionary (MCD): a productive resource Selective: words with medium collocationality: not too high (wreak), not too low (house) special focus on academic and professional contexts 4500 headwords (less is more) Includes most items in the Academic Word List, e.g. analogy, argue, assume, assertion, benefit, coherent, compelling, conclude, contrast Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 16

Structure: what s in an entry Main division: grammatical relations e.g. analysis (N) v+n (conduct, carry out, present ) adj+n (thorough, in-depth, preliminary ) N+v (confirm, demonstrate, suggest ) n+n (cost-benefit, risk, content ) Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 17

Structure: what s in an entry Secondary division: semantic sets e.g. advice, v+n relation: separate sets for ask for advice give advice follow advice disregard advice [etc] Each set has definition, collocates, example(s) Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 18

Special features: notes on Colligation problem: In these combinations, problem is always plural (e.g. marital) accept: In these combinations, accept is usually passive (e.g. generally, widely) Alternatives: chunks not collocations advice, section on disregarding advice : If you disregard someone s advice, you can say you do something against someone s advice Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 19

Special features: sets with prepositions, infinitives V+with: regard with (respect, affection, contempt ) N+for: recipe for (disaster, confusion, success ) n+of+n: regret (a feeling, tinge..) ADJ+infinitive: reasonable to (assume, conclude, believe ) Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 20

Special feature: focus on the collocator not the base (cf. Hausmann 1997) Verbs like exercise (caution, restraint, discretion ) voice (concern, anger, displeasure ) allocate (resources, funding, budget ) Adjectives like adverse (effects, reaction, consequences ) arbitrary (arrest, detention, imprisonment) exhaustive (analysis, review, survey ) Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 21

MCD entry for implication Collocates are divided into semantic groups, with short definition for each group Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 22

Ústav Českého národního korpusu Collocation dictionaries: Michael Rundell - May 2011 23