Yi Zhou

activity

20202026

most citedSpatio-temporal Attention Model for Tactile Texture Recognition

4 citations · 10 across the 14 of their papers we have counts for

collaborators

Showing 2022 · cs.CLShow all

3 papers · 2 filters

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

Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation

Xiaohang Tang, Yi Zhou, Danushka Bollegala

Dynamic contextualised word embeddings (DCWEs) represent the temporal semantic variations of words. We propose a method for learning DCWEs by time-adapting a pretrained Masked Lang…

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…

On the Curious Case of ℓ2​ norm of Sense Embeddings

Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation

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

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