3 papers
cs.CL2025
An experimental and computational study of an Estonian single-person word naming
Kaidi Lõo, Arvi Tavast, Maria Heitmeier +1
This study investigates lexical processing in Estonian. A large-scale single-subject experiment is reported that combines the word naming task with eye-tracking. Five response vari…
cs.CL2024
Is deeper always better? Replacing linear mappings with deep learning networks in the Discriminative Lexicon Model
Maria Heitmeier, Valeria Schmidt, Hendrik P. A. Lensch +1
Recently, deep learning models have increasingly been used in cognitive modelling of language. This study asks whether deep learning can help us to better understand the learning p…
cs.CL2023
Frequency effects in Linear Discriminative Learning
Maria Heitmeier, Yu-Ying Chuang, Seth D. Axen +1
Word frequency is a strong predictor in most lexical processing tasks. Thus, any model of word recognition needs to account for how word frequency effects arise. The Discriminative…