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Xiaoxi Luo

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Open access Nov 2026

Revisiting the Sound–Meaning Systematicity: A Fine-Grained Computational Analysis

Arbitrariness is a foundational principle in linguistics established by de Saussure (1916), yet a number of recent studies report nonarbitrary form–meaning associations, a phenomenon called systematicity. However, they usually overlook some possible confounders, primarily morphology and etymology, and rely on relativ...

Xiao-Xi Luo, Abeer Kashar, Yuxuan Li et al. · 0 citations
#artificial intelligence Preprint Jun 2026

A Language Model from 1913: Pretraining on Historical Text

This work constructs TypewriterCorpus, a 54B-token historical corpus with extensive temporal filtering, proposes lexically grounded instruction tuning that constrains all responses to vocabulary from historical source documents, and introduces History-Event, a benchmark of 2,344 events for evaluating both competence an...

Xiaoxi Luo, Zachary Shinnick, Niclas Griesshaber et al. · 4 citations

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