119 citations · 243 across the 10 of their papers we have counts for
Showing cs.CLShow all
2 papers · 1 filter
cs.CL2020
Dense Embeddings Preserving the Semantic Relationships in WordNet
Canlin Zhang, Xiuwen Liu
In this paper, we provide a novel way to generate low dimensional vector embeddings for the noun and verb synsets in WordNet, where the hypernym-hyponym relationship is preserved i…
cs.CL2020★ 10 cited
An Analysis on the Learning Rules of the Skip-Gram Model
Canlin Zhang, Xiuwen Liu, Daniel Bis
To improve the generalization of the representations for natural language processing tasks, words are commonly represented using vectors, where distances among the vectors are rela…