Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies

27 August 2021

Papers citing "Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies"

50 / 92 papers shown

Title
Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs Elisa Forcada Rodríguez Olatz Perez-de-Viñaspre Jon Ander Campos Dietrich Klakow Vagrant Gautam 27 0 0 05 May 2025
Agree to Disagree? A Meta-Evaluation of LLM Misgendering Arjun Subramonian Vagrant Gautam Preethi Seshadri Dietrich Klakow Kai-Wei Chang Yizhou Sun 27 1 0 23 Apr 2025
An LLM-as-a-judge Approach for Scalable Gender-Neutral Translation Evaluation Andrea Piergentili Beatrice Savoldi Matteo Negri L. Bentivogli ELM 35 0 0 16 Apr 2025
Scaling Crowdsourced Election Monitoring: Construction and Evaluation of Classification Models for Multilingual and Cross-Domain Classification Settings Jabez Magomere Scott A. Hale 31 0 0 05 Mar 2025
Robust Bias Detection in MLMs and its Application to Human Trait Ratings Ingroj Shrestha Louis Tay Padmini Srinivasan 78 0 0 24 Feb 2025
The Cake that is Intelligence and Who Gets to Bake it: An AI Analogy and its Implications for Participation Martin Mundt Anaelia Ovalle Felix Friedrich A Pranav Subarnaduti Paul Manuel Brack Kristian Kersting William Agnew 260 0 0 05 Feb 2025
How far can bias go? -- Tracing bias from pretraining data to alignment Marion Thaler Abdullatif Köksal Alina Leidinger Anna Korhonen Hinrich Schutze 69 0 0 28 Nov 2024
Speciesism in Natural Language Processing Research Masashi Takeshita Rafal Rzepka 16 1 0 18 Oct 2024
Ethics Whitepaper: Whitepaper on Ethical Research into Large Language Models Eddie L. Ungless Nikolas Vitsakis Zeerak Talat James Garforth Bjorn Ross Arno Onken Atoosa Kasirzadeh Alexandra Birch 28 1 0 17 Oct 2024
What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study Beatrice Savoldi Sara Papi Matteo Negri Ana Guerberof L. Bentivogli 35 6 0 01 Oct 2024
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 36 10 0 27 Jul 2024
How Are LLMs Mitigating Stereotyping Harms? Learning from Search Engine Studies Alina Leidinger Richard Rogers 32 5 0 16 Jul 2024
$GenderBias-\emph{VL}: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing$ GenderBias-\emph{VL}: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing Yisong Xiao Aishan Liu QianJia Cheng Zhenfei Yin Siyuan Liang Jiapeng Li Jing Shao Xianglong Liu Dacheng Tao 36 4 0 30 Jun 2024
Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation Markus Frohmann Igor Sterner Ivan Vulić Benjamin Minixhofer Markus Schedl VLM 46 13 0 24 Jun 2024
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
Stop! In the Name of Flaws: Disentangling Personal Names and Sociodemographic Attributes in NLP Vagrant Gautam Arjun Subramonian Anne Lauscher O. Keyes 32 6 0 27 May 2024
Enhancing Gender-Inclusive Machine Translation with Neomorphemes and Large Language Models Andrea Piergentili Beatrice Savoldi Matteo Negri L. Bentivogli 31 5 0 14 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
Transforming Dutch: Debiasing Dutch Coreference Resolution Systems for Non-binary Pronouns Goya van Boven Yupei Du Dong Nguyen 21 1 0 30 Apr 2024
MisgenderMender: A Community-Informed Approach to Interventions for Misgendering Tamanna Hossain Sunipa Dev Sameer Singh 27 5 0 23 Apr 2024
Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased? Vagrant Gautam Eileen Bingert D. Zhu Anne Lauscher Dietrich Klakow 43 8 0 04 Apr 2024
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Zichong Wang Wenbin Zhang AILaw 43 32 0 31 Mar 2024
Argument Quality Assessment in the Age of Instruction-Following Large Language Models Henning Wachsmuth Gabriella Lapesa Elena Cabrio Anne Lauscher Joonsuk Park Eva Maria Vecchi S. Villata Timon Ziegenbein 31 0 0 24 Mar 2024
From Melting Pots to Misrepresentations: Exploring Harms in Generative AI Sanjana Gautam Pranav Narayanan Venkit Sourojit Ghosh 39 15 0 16 Mar 2024
The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth Shir Lissak Nitay Calderon Geva Shenkman Yaakov Ophir Eyal Fruchter A. Klomek Roi Reichart AI4MH 31 11 0 19 Feb 2024
Harm Amplification in Text-to-Image Models Susan Hao Renee Shelby Yuchi Liu Hansa Srinivasan Mukul Bhutani Burcu Karagol Ayan Ryan Poplin Shivani Poddar Sarah Laszlo 34 7 0 01 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
Large Language Models Portray Socially Subordinate Groups as More Homogeneous, Consistent with a Bias Observed in Humans Messi H.J. Lee Jacob M. Montgomery Calvin K Lai 12 17 0 16 Jan 2024
AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters L. Lucy Suchin Gururangan Luca Soldaini Emma Strubell David Bamman Lauren Klein Jesse Dodge 26 14 0 12 Jan 2024
Tokenization Matters: Navigating Data-Scarce Tokenization for Gender Inclusive Language Technologies Anaelia Ovalle Ninareh Mehrabi Palash Goyal Jwala Dhamala Kai-Wei Chang Richard Zemel Aram Galstyan Yuval Pinter Rahul Gupta 24 10 0 19 Dec 2023
Test Suites Task: Evaluation of Gender Fairness in MT with MuST-SHE and INES Beatrice Savoldi Marco Gaido Matteo Negri L. Bentivogli 19 11 0 30 Oct 2023
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models Laura Cabello Emanuele Bugliarello Stephanie Brandl Desmond Elliott 23 7 0 26 Oct 2023
Evaluating General-Purpose AI with Psychometrics Xiting Wang Liming Jiang Jose Hernandez-Orallo David Stillwell Luning Sun Fang Luo Xing Xie AI4MH ELM 30 12 0 25 Oct 2023
A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models Yi Zhou Jose Camacho-Collados Danushka Bollegala 81 6 0 19 Oct 2023
Hi Guys or Hi Folks? Benchmarking Gender-Neutral Machine Translation with the GeNTE Corpus Andrea Piergentili Beatrice Savoldi Dennis Fucci Matteo Negri L. Bentivogli 24 18 0 08 Oct 2023
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale Markus Frohmann Carolin Holtermann Shahed Masoudian Anne Lauscher Navid Rekabsaz 26 2 0 02 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
In-Contextual Gender Bias Suppression for Large Language Models Daisuke Oba Masahiro Kaneko Danushka Bollegala 17 8 0 13 Sep 2023
Automated Ableism: An Exploration of Explicit Disability Biases in Sentiment and Toxicity Analysis Models Pranav Narayanan Venkit Mukund Srinath Shomir Wilson 23 17 0 18 Jul 2023
Bound by the Bounty: Collaboratively Shaping Evaluation Processes for Queer AI Harms Organizers of QueerInAI Nathaniel Dennler Anaelia Ovalle Ashwin Singh Luca Soldaini ... Kyra Yee Irene Font Peradejordi Zeerak Talat Mayra Russo Jessica de Jesus de Pinho Pinhal 18 15 0 15 Jul 2023
Disentangling Societal Inequality from Model Biases: Gender Inequality in Divorce Court Proceedings Sujan Dutta Parth Srivastava Vaishnavi Solunke Swaprava Nath Ashiqur R. KhudaBukhsh 16 3 0 09 Jul 2023
Scaling Laws Do Not Scale Fernando Diaz Michael A. Madaio 23 8 0 05 Jul 2023
Queer People are People First: Deconstructing Sexual Identity Stereotypes in Large Language Models Harnoor Dhingra Preetiha Jayashanker Sayali S. Moghe Emma Strubell 17 13 0 30 Jun 2023
VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolution S. Hall F. G. Abrantes Hanwen Zhu Grace A. Sodunke Aleksandar Shtedritski Hannah Rose Kirk CoGe 13 39 0 21 Jun 2023
Gender-Inclusive Grammatical Error Correction through Augmentation Gunnar Lund Kostiantyn Omelianchuk Igor Samokhin 22 7 0 12 Jun 2023
Safety and Fairness for Content Moderation in Generative Models Susan Hao Piyush Kumar Sarah Laszlo Shivani Poddar Bhaktipriya Radharapu Renee Shelby EGVM 28 20 0 09 Jun 2023
Gender, names and other mysteries: Towards the ambiguous for gender-inclusive translation Danielle Saunders Katrina Olsen 35 5 0 07 Jun 2023
MISGENDERED: Limits of Large Language Models in Understanding Pronouns Tamanna Hossain Sunipa Dev Sameer Singh AILaw 25 34 0 06 Jun 2023
NLPositionality: Characterizing Design Biases of Datasets and Models Sebastin Santy Jenny T Liang Ronan Le Bras Katharina Reinecke Maarten Sap 30 77 0 02 Jun 2023
Stereotypes and Smut: The (Mis)representation of Non-cisgender Identities by Text-to-Image Models Eddie L. Ungless Bjorn Ross Anne Lauscher 20 32 0 26 May 2023