arXiv Open Access 2023

CALaMo: a Constructionist Assessment of Language Models

Ludovica Pannitto Aurélie Herbelot

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Abstrak

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.

Topik & Kata Kunci

cs.CL

Penulis (2)

Ludovica Pannitto

Aurélie Herbelot

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Pannitto, L., Herbelot, A. (2023). CALaMo: a Constructionist Assessment of Language Models. https://arxiv.org/abs/2302.03589

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Informasi Jurnal

Tahun Terbit: 2023
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓