Comparing Biases and the Impact of Multilingual Training across Multiple Languages

18 May 2023

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

27 / 27 papers shown

Title
Reproducibility Study of "Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents" Pedro M. P. Curvo Mara Dragomir Salvador Torpes Mohammadmahdi Rahimi LLMAG 6 0 0 14 May 2025
Bias Beyond English: Evaluating Social Bias and Debiasing Methods in a Low-Resource Setting Ej Zhou Weiming Lu 26 0 0 15 Apr 2025
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation Vera Neplenbroek Arianna Bisazza Raquel Fernández 100 0 0 17 Feb 2025
A Comprehensive Social Bias Audit of Contrastive Vision Language Models Zahraa Al Sahili Ioannis Patras Matthew Purver VLM 70 1 0 22 Jan 2025
Bias in Large Language Models: Origin, Evaluation, and Mitigation Yufei Guo Muzhe Guo Juntao Su Zhou Yang Mengqiu Zhu Hongfei Li Mengyang Qiu Shuo Shuo Liu AILaw 28 9 0 16 Nov 2024
LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education Iain Xie Weissburg Sathvika Anand Sharon Levy Haewon Jeong 48 1 0 17 Oct 2024
Evaluating Cultural Awareness of LLMs for Yoruba, Malayalam, and English Fiifi Dawson Zainab Mosunmola Sahil Pocker Raj Abhijit Dandekar Rajat Dandekar Sreedath Panat 36 3 0 14 Sep 2024
Do Multilingual Large Language Models Mitigate Stereotype Bias? Shangrui Nie Michael Fromm Charles F Welch Rebekka Görge Akbar Karimi Joan Plepi Nazia Afsan Mowmita Nicolas Flores-Herr Mehdi Ali Lucie Flek 21 3 0 08 Jul 2024
MBBQ: A Dataset for Cross-Lingual Comparison of Stereotypes in Generative LLMs Vera Neplenbroek Arianna Bisazza Raquel Fernández 34 6 0 11 Jun 2024
Analyzing Language Bias Between French and English in Conventional Multilingual Sentiment Analysis Models Ethan Parker Wong Faten M'hiri 27 2 0 07 May 2024
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes Damin Zhang Yi Zhang Geetanjali Bihani Julia Taylor Rayz 48 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 50 1 0 04 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 19 36 0 01 Apr 2024
Eagle: Ethical Dataset Given from Real Interactions Masahiro Kaneko Danushka Bollegala Timothy Baldwin 38 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 27 27 0 28 Jan 2024
The Gaps between Pre-train and Downstream Settings in Bias Evaluation and Debiasing Masahiro Kaneko Danushka Bollegala Timothy Baldwin 28 3 0 16 Jan 2024
Multilingual large language models leak human stereotypes across language boundaries Yang Trista Cao Anna Sotnikova Jieyu Zhao Linda X. Zou Rachel Rudinger Hal Daumé PILM 15 10 0 12 Dec 2023
Global Voices, Local Biases: Socio-Cultural Prejudices across Languages A. Mukherjee Chahat Raj Ziwei Zhu Antonios Anastasopoulos 8 15 0 26 Oct 2023
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques Manon Reusens Philipp Borchert Margot Mieskes Jochen De Weerdt Bart Baesens 19 8 0 16 Oct 2023
CALM : A Multi-task Benchmark for Comprehensive Assessment of Language Model Bias Vipul Gupta Pranav Narayanan Venkit Hugo Laurenccon Shomir Wilson R. Passonneau 36 12 0 24 Aug 2023
Sociodemographic Bias in Language Models: A Survey and Forward Path Vipul Gupta Pranav Narayanan Venkit Shomir Wilson R. Passonneau 42 20 0 13 Jun 2023
Having Beer after Prayer? Measuring Cultural Bias in Large Language Models Tarek Naous Michael Joseph Ryan Alan Ritter Wei-ping Xu 24 84 0 23 May 2023
Language Model Tokenizers Introduce Unfairness Between Languages Aleksandar Petrov Emanuele La Malfa Philip H. S. Torr Adel Bibi 16 96 0 17 May 2023
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky VLM 77 65 0 23 May 2022
Socially Aware Bias Measurements for Hindi Language Representations Vijit Malik Sunipa Dev A. Nishi Nanyun Peng Kai-Wei Chang 58 37 0 15 Oct 2021
Mitigating Language-Dependent Ethnic Bias in BERT Jaimeen Ahn Alice H. Oh 131 91 0 13 Sep 2021
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models Phillip Rust Jonas Pfeiffer Ivan Vulić Sebastian Ruder Iryna Gurevych 69 234 0 31 Dec 2020