32 citations · 87 across the 22 of their papers we have counts for
6 papers · 1 filter
Visual Grounding of Inter-lingual Word-Embeddings
Wafaa Mohammed, Hassan Shahmohammadi, Hendrik P. A. Lensch +1
Visual grounding of Language aims at enriching textual representations of language with multiple sources of visual knowledge such as images and videos. Although visual grounding is…
Making sense of spoken plurals
Elnaz Shafaei-Bajestan, Peter Uhrig, R. Harald Baayen
Distributional semantics offers new ways to study the semantics of morphology. This study focuses on the semantics of noun singulars and their plural inflectional variants in Engli…
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…
How direct is the link between words and images?
Hassan Shahmohammadi, Maria Heitmeier, Elnaz Shafaei-Bajestan +2
Current word embedding models despite their success, still suffer from their lack of grounding in the real world. In this line of research, Gunther et al. 2022 proposed a behaviora…
Language with Vision: a Study on Grounded Word and Sentence Embeddings
Hassan Shahmohammadi, Maria Heitmeier, Elnaz Shafaei-Bajestan +2
Grounding language in vision is an active field of research seeking to construct cognitively plausible word and sentence representations by incorporating perceptual knowledge from…
Semantic properties of English nominal pluralization: Insights from word embeddings
Elnaz Shafaei-Bajestan, Masoumeh Moradipour-Tari, Peter Uhrig +1
Semantic differentiation of nominal pluralization is grammaticalized in many languages. For example, plural markers may only be relevant for human nouns. English does not appear to…