Casa · C2 Mastery · Lesson 16 of 20 · Step 2

Digital Humanities

Corpus linguistics awareness — collocations, concordance, frequency

  • Understand core concepts of corpus linguistics
  • Use collocational awareness to improve naturalness of expression
  • Analyse how word frequency and concordance reveal language patterns
  • Deploy digital humanities vocabulary at mastery level

Words · tap a card to see it used

Grammar

Collocational competence and corpus awareness

At C2 level, naturalness depends heavily on collocational accuracy — using word combinations that native speakers instinctively prefer. Common collocational patterns: adjective + noun (heavy rain, NOT strong rain), verb + noun (make a decision, NOT do a decision), adverb + adjective (deeply concerned, NOT very concerned in formal register). Corpus linguistics provides empirical evidence for these patterns: frequency data, concordance lines, and collocational profiles reveal which combinations are natural and which are not. Awareness of semantic prosody — the tendency of words to appear in positive or negative contexts — is also essential.

Natural: "take measures" / Unnatural: "do measures"
Natural: "utterly exhausted" / Unnatural: "completely exhausted" (acceptable but less idiomatic)
Semantic prosody: "commit" collocates overwhelmingly with negative actions (commit a crime, commit an error, commit suicide)
Corpus evidence: "make progress" appears 5x more frequently than "achieve progress" in academic English

Exercises · type, then check

1. Choose the most natural collocation to complete each sentence.

1.The government must measures to address the crisis. (take / do / make)
2.The report serious concerns about data security. (raises / does / makes)
3.She has a knowledge of constitutional law. (thorough / heavy / wide)
4.The evidence strongly that the policy was ineffective. (suggests / tells / speaks)
5.He paid attention to the warning signs. (scant / small / thin)

2. Match each word to its strongest collocate from the options given.

1.deeply
2.utterly
3.bitterly
4.highly
5.widely
0 of 10 answered · nothing you type leaves this device

Reading

What Corpora Reveal

The advent of large digital corpora — collections of millions or even billions of words of naturally occurring text — has transformed our understanding of how language actually works, as opposed to how grammarians have traditionally claimed it works. Consider the word "cause." A dictionary defines it neutrally: "to make something happen." Yet corpus analysis reveals that "cause" has a strongly negative semantic prosody: in the British National Corpus, its most frequent collocates are "damage," "problems," "concern," "death," and "harm." We do not typically say "cause happiness" or "cause success" — not because the grammar forbids it, but because usage has imbued the word with negative associations. This collocational pattern is invisible to introspection; most native speakers would not, if asked, identify "cause" as a negative word. It is only through corpus analysis — examining thousands of concordance lines — that the pattern becomes apparent. The implications for language learners are profound. Traditional vocabulary instruction focuses on denotation: what a word means. Corpus-informed instruction adds collocation (what words it keeps company with), frequency (how common it is), and semantic prosody (what evaluative colouring it carries). A C2 learner who knows the meaning of "commit" but not its overwhelmingly negative collocational profile (commit a crime, commit an error, commit fraud) will produce language that is grammatically correct but pragmatically unnatural.

1. What does the passage mean by the "semantic prosody" of the word "cause," and how is this discovered?

2. How does the passage argue that corpus-informed instruction improves upon traditional vocabulary teaching?

Speaking · say it out loud, with a partner or alone

1Think of a word in English that you frequently use. What are its strongest collocates? Are there combinations that feel natural to you that a corpus might reveal to be unusual — or combinations you avoid that might actually be more common than you think?
2Should language teaching be based primarily on corpus evidence (how people actually use language) or on prescriptive grammar rules (how people are told to use language)? What are the advantages and risks of each approach?

Writing

Write a paragraph (120-150 words) analysing the collocational profile of a single English word. Discuss its most common collocates, any semantic prosody it exhibits, and what this reveals about its pragmatic use.

0 words

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