3 papers
cs.CL2024
Resolving Regular Polysemy in Named Entities
Shu-Kai Hsieh, Yu-Hsiang Tseng, Hsin-Yu Chou +2
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…
cs.CL2023
Vec2Gloss: definition modeling leveraging contextualized vectors with Wordnet gloss
Yu-Hsiang Tseng, Mao-Chang Ku, Wei-Ling Chen +2
Contextualized embeddings are proven to be powerful tools in multiple NLP tasks. Nonetheless, challenges regarding their interpretability and capability to represent lexical semant…
cs.CL2023
Lexical Retrieval Hypothesis in Multimodal Context
Po-Ya Angela Wang, Pin-Er Chen, Hsin-Yu Chou +2
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…