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

14 March 2022

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

21 / 21 papers shown

Title
Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models Yi Zhou Danushka Bollegala Jose Camacho-Collados 37 1 0 19 Jun 2024
Eagle: Ethical Dataset Given from Real Interactions Masahiro Kaneko Danushka Bollegala Timothy Baldwin 40 3 0 22 Feb 2024
Evaluating Gender Bias in Large Language Models via Chain-of-Thought Prompting Masahiro Kaneko Danushka Bollegala Naoaki Okazaki Timothy Baldwin LRM 29 27 0 28 Jan 2024
The Gaps between Pre-train and Downstream Settings in Bias Evaluation and Debiasing Masahiro Kaneko Danushka Bollegala Timothy Baldwin 30 3 0 16 Jan 2024
Can Word Sense Distribution Detect Semantic Changes of Words? Xiaohang Tang Yi Zhou Taichi Aida Procheta Sen Danushka Bollegala 29 6 0 16 Oct 2023
Mitigating Bias for Question Answering Models by Tracking Bias Influence Mingyu Derek Ma Jiun-Yu Kao Arpit Gupta Yu-Hsiang Lin Wenbo Zhao Tagyoung Chung Wei Wang Kai-Wei Chang Nanyun Peng 26 4 0 13 Oct 2023
The Impact of Debiasing on the Performance of Language Models in Downstream Tasks is Underestimated Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 31 5 0 16 Sep 2023
Together We Make Sense -- Learning Meta-Sense Embeddings from Pretrained Static Sense Embeddings Haochen Luo Yi Zhou Danushka Bollegala SSL 28 1 0 30 May 2023
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models Mingyu Derek Ma Xiaoxu Wang Po-Nien Kung P. Brantingham Nanyun Peng Wei Wang SyDa 25 4 0 24 May 2023
An Efficient Multilingual Language Model Compression through Vocabulary Trimming Asahi Ushio Yi Zhou Jose Camacho-Collados 41 7 0 24 May 2023
This Prompt is Measuring <MASK>: Evaluating Bias Evaluation in Language Models Seraphina Goldfarb-Tarrant Eddie L. Ungless Esma Balkir Su Lin Blodgett 29 9 0 22 May 2023
Solving NLP Problems through Human-System Collaboration: A Discussion-based Approach Masahiro Kaneko Graham Neubig Naoaki Okazaki 33 6 0 19 May 2023
Comparing Intrinsic Gender Bias Evaluation Measures without using Human Annotated Examples Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 24 9 0 28 Jan 2023
$On the Curious Case of $\ell_2$ norm of Sense Embeddings$ On the Curious Case of $\ell_2$ norm of Sense Embeddings Yi Zhou Danushka Bollegala 10 0 0 26 Oct 2022
Debiasing isn't enough! -- On the Effectiveness of Debiasing MLMs and their Social Biases in Downstream Tasks Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 18 41 0 06 Oct 2022
Gender Bias in Meta-Embeddings Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 34 6 0 19 May 2022
Gender Bias in Masked Language Models for Multiple Languages Masahiro Kaneko Aizhan Imankulova Danushka Bollegala Naoaki Okazaki 20 61 0 01 May 2022
Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy Yi Zhou Danushka Bollegala 31 9 0 05 Oct 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 259 374 0 28 Feb 2021
Debiasing Pre-trained Contextualised Embeddings Masahiro Kaneko Danushka Bollegala 212 138 0 23 Jan 2021
Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation Tianlu Wang Xi Victoria Lin Nazneen Rajani Bryan McCann Vicente Ordonez Caimng Xiong CVBM 151 54 0 03 May 2020