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Danushka Bollegala

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Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings

Mar 20, 2024
Gaifan Zhang, Yi Zhou, Danushka Bollegala

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A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection

Mar 01, 2024
Taichi Aida, Danushka Bollegala

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Eagle: Ethical Dataset Given from Real Interactions

Feb 22, 2024
Masahiro Kaneko, Danushka Bollegala, Timothy Baldwin

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Evaluating Gender Bias in Large Language Models via Chain-of-Thought Prompting

Jan 28, 2024
Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki, Timothy Baldwin

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The Gaps between Pre-train and Downstream Settings in Bias Evaluation and Debiasing

Jan 16, 2024
Masahiro Kaneko, Danushka Bollegala, Timothy Baldwin

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A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models

Oct 22, 2023
Yi Zhou, Jose Camacho-Collados, Danushka Bollegala

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Can Word Sense Distribution Detect Semantic Changes of Words?

Oct 16, 2023
Xiaohang Tang, Yi Zhou, Taichi Aida, Procheta Sen, Danushka Bollegala

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$\textit{Swap and Predict}$ -- Predicting the Semantic Changes in Words across Corpora by Context Swapping

Oct 16, 2023
Taichi Aida, Danushka Bollegala

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A Neighbourhood-Aware Differential Privacy Mechanism for Static Word Embeddings

Sep 19, 2023
Danushka Bollegala, Shuichi Otake, Tomoya Machide, Ken-ichi Kawarabayashi

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