Intermediate · NLP

Disambiguation

Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.

TL;DR. The process of resolving ambiguities in natural language, choosing the correct meaning or interpretation.

Technical Definition

The process of resolving ambiguities in natural language, choosing the correct meaning or interpretation.

How it works

Natural language is inherently ambiguous, with words having multiple meanings (word sense disambiguation) or sentences having multiple grammatical interpretations. Disambiguation techniques use context, statistical models, or knowledge bases to select the most appropriate meaning or structure, which is vital for accurate NLU.