CALaMo: a Construsctionist perspective on the Analysis of linguistic behaviour of Language Models

Abstract

This paper presents a novel framework for evaluating Neural Language Models’ linguistic abilities using a constructionist approach. Not only is the usage-based model in line with the underlying stochastic philosophy of neural architectures, but it also allows the linguist to keep meaning as a determinant factor in the analysis. We outline the framework and present two possible scenarios for its application.

Ludovica Pannitto

NLP Lab Manager

NLP Lab Manager at Laboratorio Sperimentale (LILEC, Univeristy of Bologna).