Beginner · NLP

Semantics

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

TL;DR. The study of meaning in language, focusing on how words, phrases, and sentences convey sense.

Technical Definition

The study of meaning in language, focusing on how words, phrases, and sentences convey sense.

How it works

Semantics is a core component of linguistics and NLP, dealing with the interpretation of meaning. It addresses questions of word meanings (lexical semantics), sentence meanings (compositional semantics), and how context influences meaning. Understanding semantics is crucial for building AI systems that truly comprehend human language.