Machine Learning

The geometry of word embeddings in semantic projections

In what way does the mental lexicon store knowledge of word meaning? Word meanings are…

How quantifying the shape of stories predicts their success

Narratives, and other types of speech, can be used to enlighten, entertain, and make sense…

Depth and coordinates processing in neural networks

The MonoDepth model, which calculates depth from a single picture, was studied by researchers from…

Language, trees, and geometry in neural networks

Language is made of discrete structures, yet neural networks operate on continuous data: vectors in…