Comparing Biases and the Impact of Multilingual Training across Multiple
Languages

Comparing Biases and the Impact of Multilingual Training across Multiple Languages

18 May 2023

Yoshinari Fujinuma

Miguel Ballesteros

Vittorio Castelli

Papers citing "Comparing Biases and the Impact of Multilingual Training across Multiple Languages"

13 / 13 papers shown

Title
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation Vera Neplenbroek Arianna Bisazza Raquel Fernández 147 1 0 18 Dec 2024
LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education Iain Xie Weissburg Sathvika Anand Sharon Levy Haewon Jeong 135 3 0 17 Oct 2024
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes Damin Zhang Yi Zhang Geetanjali Bihani Julia Taylor Rayz 81 2 0 06 May 2024
The Impact of Unstated Norms in Bias Analysis of Language Models Farnaz Kohankhaki D. B. Emerson David B. Emerson Laleh Seyyed-Kalantari Faiza Khan Khattak 71 1 0 04 Apr 2024
Are Pretrained Multilingual Models Equally Fair Across Languages? Laura Cabello Piqueras Anders Søgaard 37 9 0 11 Oct 2022
Gender Bias in Masked Language Models for Multiple Languages Masahiro Kaneko Aizhan Imankulova Danushka Bollegala Naoaki Okazaki 68 61 0 01 May 2022
Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics Paula Czarnowska Yogarshi Vyas Kashif Shah 42 105 0 28 Jun 2021
XED: A Multilingual Dataset for Sentiment Analysis and Emotion Detection Emily Öhman Marc Pàmies Kaisla Kajava Jörg Tiedemann 11 62 0 03 Nov 2020
The Multilingual Amazon Reviews Corpus Phillip Keung Y. Lu György Szarvas Noah A. Smith 58 201 0 06 Oct 2020
Beyond Accuracy: Behavioral Testing of NLP models with CheckList Marco Tulio Ribeiro Tongshuang Wu Carlos Guestrin Sameer Singh ELM 129 1,089 0 08 May 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 160 6,496 0 05 Nov 2019
Mitigating Gender Bias in Natural Language Processing: Literature Review Tony Sun Andrew Gaut Shirlyn Tang Yuxin Huang Mai Elsherief Jieyu Zhao Diba Mirza E. Belding-Royer Kai-Wei Chang William Yang Wang AI4CE 75 548 0 21 Jun 2019
Racial Bias in Hate Speech and Abusive Language Detection Datasets Thomas Davidson Debasmita Bhattacharya Ingmar Weber 67 453 0 29 May 2019