32 citations · 63 across the 10 of their papers we have counts for
8 papers · 1 filter
Analyzing Finnish Inflectional Classes through Discriminative Lexicon and Deep Learning Models
Alexandre Nikolaev, Yu-Ying Chuang, R. Harald Baayen
Descriptions of complex nominal or verbal systems make use of inflectional classes. Inflectional classes bring together nouns which have similar stem changes and use similar expone…
The realization of tones in spontaneous spoken Taiwan Mandarin: a corpus-based survey and theory-driven computational modeling
Yuxin Lu, Yu-Ying Chuang, R. Harald Baayen
A growing body of literature has demonstrated that semantics can co-determine fine phonetic detail. However, the complex interplay between phonetic realization and semantics remain…
Form and meaning co-determine the realization of tone in Taiwan Mandarin spontaneous speech: the case of T2-T3 and T3-T3 tone sandhi
Yuxin Lu, Yu-Ying Chuang, R. Harald Baayen
In Standard Chinese, Tone 3 (the dipping tone) becomes Tone 2 (rising tone) when followed by another Tone 3. Previous studies have noted that this sandhi process may be incomplete,…
Word-specific tonal realizations in Mandarin
Yu-Ying Chuang, Melanie J. Bell, Yu-Hsiang Tseng +1
The pitch contours of Mandarin two-character words are generally understood as being shaped by the underlying tones of the constituent single-character words, in interaction with a…
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…
How trial-to-trial learning shapes mappings in the mental lexicon: Modelling Lexical Decision with Linear Discriminative Learning
Maria Heitmeier, Yu-Ying Chuang, R. Harald Baayen
Trial-to-trial effects have been found in a number of studies, indicating that processing a stimulus influences responses in subsequent trials. A special case are priming effects w…
Vector Space Morphology with Linear Discriminative Learning
Yu-Ying Chuang, Mihi Kang, Xuefeng Luo +1
This paper presents three case studies of modeling aspects of lexical processing with Linear Discriminative Learning (LDL), the computational engine of the Discriminative Lexicon m…
Modeling morphology with Linear Discriminative Learning: considerations and design choices
Maria Heitmeier, Yu-Ying Chuang, R. Harald Baayen
This study addresses a series of methodological questions that arise when modeling inflectional morphology with Linear Discriminative Learning. Taking the semi-productive German no…