Yi Zhou

activity

20202022

most citedSpatio-temporal Attention Model for Tactile Texture Recognition

4 citations · 8 across the 4 of their papers we have counts for

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3 papers · 1 filter

cs.CL2022

On the Curious Case of $ℓ_{2}$ norm of Sense Embeddings

Yi Zhou, Danushka Bollegala

We show that the $ℓ_{2}$ norm of a static sense embedding encodes information related to the frequency of that sense in the training corpus used to learn the sense embeddings. Thi…

cs.CL2022★ 1 cited

Sense Embeddings are also Biased--Evaluating Social Biases in Static and Contextualised Sense Embeddings

Yi Zhou, Masahiro Kaneko, Danushka Bollegala

Sense embedding learning methods learn different embeddings for the different senses of an ambiguous word. One sense of an ambiguous word might be socially biased while its other s…

cs.CL2021★ 3 cited

Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy

Yi Zhou, Danushka Bollegala

Contextualised word embeddings generated from Neural Language Models (NLMs), such as BERT, represent a word with a vector that considers the semantics of the target word as well it…

On the Curious Case of ℓ2​ norm of Sense Embeddings

Sense Embeddings are also Biased--Evaluating Social Biases in Static and Contextualised Sense Embeddings

Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy

On the Curious Case of $ℓ_{2}$ norm of Sense Embeddings