Shohei Hidaka

Decomposing Co-occurrence Matrices into Interpretable Components as Formal Concepts

This study addresses the interpretability of word representations through an investigation of a count-based co-occurrence matrix. Employing the mathematical methodology of Formal Concept Analysis, we reveal an underlying structure that is amenable to human interpretation. Furthermore, we unveil the…