arXiv Open Access 2023

Exploring Linguistic Probes for Morphological Generalization

Jordan Kodner Salam Khalifa Sarah Payne

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Abstrak

Modern work on the cross-linguistic computational modeling of morphological inflection has typically employed language-independent data splitting algorithms. In this paper, we supplement that approach with language-specific probes designed to test aspects of morphological generalization. Testing these probes on three morphologically distinct languages, English, Spanish, and Swahili, we find evidence that three leading morphological inflection systems employ distinct generalization strategies over conjugational classes and feature sets on both orthographic and phonologically transcribed inputs.

Topik & Kata Kunci

cs.CL

Penulis (3)

Jordan Kodner

Salam Khalifa

Sarah Payne

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Kodner, J., Khalifa, S., Payne, S. (2023). Exploring Linguistic Probes for Morphological Generalization. https://arxiv.org/abs/2310.13686

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Informasi Jurnal

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