Yu-Hsiang Tseng
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View article: Variational Bayesian inference for models with nuisance parameters and an intractable likelihood
Variational Bayesian inference for models with nuisance parameters and an intractable likelihood Open
A primary challenge in Bayesian analysis lies in computing the posterior distribution of model parameters, especially for models with a large number of parameters or intractable likelihoods. Often, the focus is on a subset of parameters, w…
View article: Word-specific tonal realizations in Mandarin
Word-specific tonal realizations in Mandarin Open
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 articulatory constraints imposed by factors such as speech r…
View article: Self-supervised learning for Formosan speech representation and linguistic phylogeny
Self-supervised learning for Formosan speech representation and linguistic phylogeny Open
Formosan languages, spoken by the indigenous peoples of Taiwan, have unique roles in the reconstruction of Proto-Austronesian Languages. This paper presents a real-world Formosan language speech dataset, including 144 h of news footage for…
View article: Resolving Regular Polysemy in Named Entities
Resolving Regular Polysemy in Named Entities Open
Word sense disambiguation primarily addresses the lexical ambiguity of common words based on a predefined sense inventory. Conversely, proper names are usually considered to denote an ad-hoc real-world referent. Once the reference is decid…
View article: Mechanical Behavior and Fatigue Responses of Hybrid Nanocomposite Laminates with Kinked Edge Cracks
Mechanical Behavior and Fatigue Responses of Hybrid Nanocomposite Laminates with Kinked Edge Cracks Open
The aims of this research work were first to fabricate hybrid Ti/APC-2 neat and nanocomposite laminates.Then, the samples were cut with kinked single-and double-edged cracks by electrically discharged wire machine.The second part was to pe…
View article: Vec2Gloss: definition modeling leveraging contextualized vectors with Wordnet gloss
Vec2Gloss: definition modeling leveraging contextualized vectors with Wordnet gloss Open
Contextualized embeddings are proven to be powerful tools in multiple NLP tasks. Nonetheless, challenges regarding their interpretability and capability to represent lexical semantics still remain. In this paper, we propose that the task o…
View article: Lexical Retrieval Hypothesis in Multimodal Context
Lexical Retrieval Hypothesis in Multimodal Context Open
Multimodal corpora have become an essential language resource for language science and grounded natural language processing (NLP) systems due to the growing need to understand and interpret human communication across various channels. In t…
View article: Exploring Affordance and Situated Meaning in Image Captions: A Multimodal Analysis
Exploring Affordance and Situated Meaning in Image Captions: A Multimodal Analysis Open
This paper explores the grounding issue regarding multimodal semantic representation from a computational cognitive-linguistic view. We annotate images from the Flickr30k dataset with five perceptual properties: Affordance, Perceptual Sali…
View article: Computational Modeling of Affixoid Behavior in Chinese Morphology
Computational Modeling of Affixoid Behavior in Chinese Morphology Open
The morphological status of affixes in Chinese has long been a matter of debate. How one might apply the conventional criteria of free/bound and content/function features to distinguish word-forming affixes from bound roots in Chinese is s…
View article: Eigencharacter: An Embedding of Chinese Character Orthography
Eigencharacter: An Embedding of Chinese Character Orthography Open
Chinese characters are unique in its logographic nature, which inherently encodes world knowledge through thousands of years evolution. This paper proposes an embedding approach, namely eigencharacter (EC) space, which helps NLP applicatio…
View article: Additional file 1: of Transcriptomopathies of pre- and post-symptomatic frontotemporal dementia-like mice with TDP-43 depletion in forebrain neurons
Additional file 1: of Transcriptomopathies of pre- and post-symptomatic frontotemporal dementia-like mice with TDP-43 depletion in forebrain neurons Open
Figure S1. Altered activity of daily living (ADL) of TDP-43 cKO mice. Figure S2. Immunohistochemistry staining of brain slices. Figure S3. Persisting reactive astrocytosis in TDP-43 cKO mouse forebrain. Figure S4. Electrophysiology measure…