Can training neural language models on a curriculum with developmentally plausible data improve alignment with human reading behavior?

The use of neural language models to model human behavior has met with mixed success. While some work has found that the surprisal estimates from these models can be used to predict a wide range of human neural and behavioral responses, other work studying more complex syntactic phenomena has found...

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Veröffentlicht in:	arXiv.org 2023-11
Hauptverfasser:	Chobey, Aryaman, Smith, Oliver, Wang, Anzi, Prasad, Grusha
Format:	Artikel
Sprache:	eng
Schlagworte:	Alignment Behavior Curricula Datasets Estimates Human behavior Knowledge acquisition Language Linguistics Misalignment Natural language processing Teachers Training
Online-Zugang:	Volltext
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