Distributional hypothesis: Difference between revisions

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{{name|The distributional hypothesis}}
'''{{name|The distributional hypothesis}}''' is the idea that words that are used and occur in the same contexts tend to convey similar meanings - "a word is characterized by the company it keeps".
is the idea that words that are used and occur in the same contexts tend to convey similar meanings - "a word is characterized by the company it keeps".


This seems e.g. supported by the way language learners pick up the likely meaning of new words.
This seems e.g. supported by the way language learners pick up the likely meaning of new words.

Revision as of 01:13, 23 March 2024

The distributional hypothesis is the idea that words that are used and occur in the same contexts tend to convey similar meanings - "a word is characterized by the company it keeps".

This seems e.g. supported by the way language learners pick up the likely meaning of new words.


This idea is known under a few names, but note that few of them really describe a very specific or technique or further assumptions they make.


For example, distributional semantics says "we do that by looking at distributions", but actually little more than that.