SZTAKI HLT | Symbolic and distributed word representations

Symbolic and distributed word representations

Márton Makrai
In PhD thesis, 2022

The Hungarian version of this page is more up-to-date.

This thesis connects distributed word models, more concretely word embeddings of shallow neural networks, to symbolic representations of lexical relations, verb argument roles, and cross-lingual word sense induction (the task of clustering word occurrences to lexical units). Our theoretical framework is the 4lang semantic network.

Supervisor: András Kornai