Semantus

Features Semantus

Discover 4 games based on word proximity.Classic Mode:You are given the 1000th closest word and work your way to the hidden word.Clap mode:You are given the summary of a film with the important words hidden.
Suggest words, nearby words in the summary are displayed.
The goal is to find the exact French title of the film.Flash Mode:This time you are given the word, you have to find words in the top 1000 of the closest words and total the most points in 2 minutes.Link mode:You are given the first and last word of a sequence of 4 words.
Find the two missing words so that there is a strong connection between each pair of neighboring words.
There are several solutions !
Find the strongest link.Explanations:In the discipline of NLP (natural language programming in English, or natural language processing), a sub-discipline of machine learning that deals with language, it is practical to represent words by high-dimensional vectors.
These vectors do not represent much, but the distance between these vectors provides information on the proximity between the words.
We then train a deep learning algorithm on a very large database, made up of a collection of texts in the same language (thanks to the internet).
The model thus trained makes it possible to associate a vector with a word.
Words that often appear close to each other in a text will be represented by vectors having a close distance.
This does not mean that the words have a similar meaning or even that they are part of the same lexical field!Data :* Word vectorization model: https://fauconnier.github.io/#data* List of French words with frequencies and lemmas: http://www.lexique.org/shiny/openlexicon/* Movie database: https://www.themoviedb.org/Similar games: Cemantix, Pimiento