Abstract
Levels of linguistic analysis. Phrases and words. Zipf's law. Which representations for words (or even sentences), and which properties for these representations ? Words (lexicons, lemmas), their representations in the form of feature structures and vectors(embeddings). Illustration of the named entity detection task.