Cognitive Scaffold

Preparing your thinking workspace

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MENTAL MODEL · M12182

Word Sense Disambiguation

Word Sense Disambiguation
CollaborateHigh supportCommunication
Included
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Version 1.0.0 · Updated 2026-07-30

CORE DEFINITION

Determining the specific meaning of a polysemous word in a given context.

SCAFFOLDING EFFECT

psychology

Reduce cognitive load

Ambiguity resolver. Ensuring whether "apple" refers to the fruit or the company.

anchor

Anchor fast decisions

The meaning of a polysemous word is determined by its context; the model infers the current sense through co-occurring words, syntactic roles, and topic distribution. Humans rely on world knowledge and context, while machines rely on statistics and vector representations to make the discrimination.

MINIMUM ACTION

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Source support: Explicit

  • link
    en.wikipedia.orghttps://en.wikipedia.org/wiki/Word-sense_disambiguationZH · Explicit
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