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"

46 / 96 papers shown

Title
What about em? How Commercial Machine Translation Fails to Handle (Neo-)Pronouns Anne Lauscher Debora Nozza Archie Crowley E. Miltersen Dirk Hovy 26 21 0 25 May 2023
Gender Biases in Automatic Evaluation Metrics for Image Captioning Haoyi Qiu Zi-Yi Dou Tianlu Wang Asli Celikyilmaz Nanyun Peng EGVM 26 14 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 43 9 0 22 May 2023
Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model Chantal Amrhein Florian Schottmann Rico Sennrich Samuel Laubli 30 17 0 18 May 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 128 1,152 0 17 May 2023
"I'm fully who I am": Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation Anaelia Ovalle Palash Goyal Jwala Dhamala Zachary Jaggers Kai-Wei Chang Aram Galstyan R. Zemel Rahul Gupta 25 61 0 17 May 2023
It Takes Two to Tango: Navigating Conceptualizations of NLP Tasks and Measurements of Performance Arjun Subramonian Xingdi Yuan Hal Daumé Su Lin Blodgett 52 17 0 15 May 2023
Transcending the "Male Code": Implicit Masculine Biases in NLP Contexts Katie Seaborn Shruti Chandra Thibault Fabre 23 11 0 22 Apr 2023
HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models Eslam Mohamed Bakr Pengzhan Sun Xiaoqian Shen Faizan Farooq Khan Li Erran Li Mohamed Elhoseiny VLM 24 76 0 11 Apr 2023
Queer In AI: A Case Study in Community-Led Participatory AI AI OrganizersOfQueerin : Anaelia Ovalle Arjun Subramonian Ashwin Singh ... Evyn Dǒng Jackie Kay Manu Saraswat Nikhil Vytla Luke Stark 19 47 0 29 Mar 2023
Language Model Behavior: A Comprehensive Survey Tyler A. Chang Benjamin Bergen VLM LRM LM&MA 27 103 0 20 Mar 2023
In-Depth Look at Word Filling Societal Bias Measures Matúš Pikuliak Ivana Benová Viktor Bachratý 29 9 0 24 Feb 2023
Fairness in Language Models Beyond English: Gaps and Challenges Krithika Ramesh Sunayana Sitaram Monojit Choudhury 32 23 0 24 Feb 2023
STAIR: Learning Sparse Text and Image Representation in Grounded Tokens Chen Chen Bowen Zhang Liangliang Cao Jiguang Shen Tom Gunter Albin Madappally Jose Alexander Toshev Jonathon Shlens Ruoming Pang Yinfei Yang VLM 3DV 25 14 0 30 Jan 2023
How Far Can It Go?: On Intrinsic Gender Bias Mitigation for Text Classification E. Tokpo Pieter Delobelle Bettina Berendt T. Calders 43 7 0 30 Jan 2023
Gender Neutralization for an Inclusive Machine Translation: from Theoretical Foundations to Open Challenges Andrea Piergentili Dennis Fucci Beatrice Savoldi L. Bentivogli Matteo Negri AI4CE 43 17 0 24 Jan 2023
Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection P. Haghighatkhah Antske Fokkens Pia Sommerauer Bettina Speckmann Kevin Verbeek 32 10 0 08 Dec 2022
Undesirable Biases in NLP: Addressing Challenges of Measurement Oskar van der Wal Dominik Bachmann Alina Leidinger L. Maanen Willem H. Zuidema K. Schulz 30 6 0 24 Nov 2022
Bridging Fairness and Environmental Sustainability in Natural Language Processing Marius Hessenthaler Emma Strubell Dirk Hovy Anne Lauscher 29 8 0 08 Nov 2022
How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions? Hritik Bansal Da Yin Masoud Monajatipoor Kai-Wei Chang 50 99 0 27 Oct 2022
Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? Mitja Nikolaus Emmanuelle Salin Stéphane Ayache Abdellah Fourtassi Benoit Favre 19 14 0 21 Oct 2022
Choose Your Lenses: Flaws in Gender Bias Evaluation Hadas Orgad Yonatan Belinkov 27 35 0 20 Oct 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 103 3,012 0 20 Oct 2022
The Tail Wagging the Dog: Dataset Construction Biases of Social Bias Benchmarks Nikil Selvam Sunipa Dev Daniel Khashabi Tushar Khot Kai-Wei Chang ALM 24 25 0 18 Oct 2022
Systematic Evaluation of Predictive Fairness Xudong Han Aili Shen Trevor Cohn Timothy Baldwin Lea Frermann 32 7 0 17 Oct 2022
Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers Chia-Chien Hung Anne Lauscher Dirk Hovy Simone Paolo Ponzetto Goran Glavavs VLM AI4CE 38 14 0 13 Oct 2022
Back to the Future: On Potential Histories in NLP Zeerak Talat Anne Lauscher AI4TS 30 4 0 12 Oct 2022
Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction Renee Shelby Shalaleh Rismani Kathryn Henne AJung Moon Negar Rostamzadeh ... N'Mah Yilla-Akbari Jess Gallegos A. Smart Emilio Garcia Gurleen Virk 45 188 0 11 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 28 41 0 06 Oct 2022
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng Zhang Yuxiao Dong Jie Tang BDL LRM 273 1,077 0 05 Oct 2022
On the Limitations of Sociodemographic Adaptation with Transformers Chia-Chien Hung Anne Lauscher Dirk Hovy Simone Paolo Ponzetto Goran Glavavs 32 0 0 01 Aug 2022
Gender Bias in Word Embeddings: A Comprehensive Analysis of Frequency, Syntax, and Semantics Aylin Caliskan Pimparkar Parth Ajay Tessa E. S. Charlesworth Robert Wolfe M. Banaji CVBM FaML 35 50 0 07 Jun 2022
Controllable Text Generation with Neurally-Decomposed Oracle Tao Meng Sidi Lu Nanyun Peng Kai-Wei Chang BDL 41 35 0 27 May 2022
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models Da Yin Hritik Bansal Masoud Monajatipoor Liunian Harold Li Kai-Wei Chang 49 28 0 24 May 2022
Conditional Supervised Contrastive Learning for Fair Text Classification Jianfeng Chi Will Shand Yaodong Yu Kai-Wei Chang Han Zhao Yuan Tian FaML 49 14 0 23 May 2022
Gender Bias in Meta-Embeddings Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 36 6 0 19 May 2022
Theories of "Gender" in NLP Bias Research Hannah Devinney Jenny Björklund H. Björklund AI4CE 20 66 0 05 May 2022
How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns Stephanie Brandl Ruixiang Cui Anders Søgaard 27 20 0 11 Apr 2022
Fair and Argumentative Language Modeling for Computational Argumentation Carolin Holtermann Anne Lauscher Simone Paolo Ponzetto 24 21 0 08 Apr 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 130 6,035 0 05 Apr 2022
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal Umang Gupta Jwala Dhamala Varun Kumar Apurv Verma Yada Pruksachatkun Satyapriya Krishna Rahul Gupta Kai-Wei Chang Greg Ver Steeg Aram Galstyan 21 49 0 23 Mar 2022
Handling Bias in Toxic Speech Detection: A Survey Tanmay Garg Sarah Masud Tharun Suresh Tanmoy Chakraborty 17 91 0 26 Jan 2022
Text Style Transfer for Bias Mitigation using Masked Language Modeling E. Tokpo T. Calders 24 30 0 21 Jan 2022
MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound Rowan Zellers Jiasen Lu Ximing Lu Youngjae Yu Yanpeng Zhao Mohammadreza Salehi Aditya Kusupati Jack Hessel Ali Farhadi Yejin Choi 48 207 0 07 Jan 2022
DS-TOD: Efficient Domain Specialization for Task Oriented Dialog Chia-Chien Hung Anne Lauscher Simone Paolo Ponzetto Goran Glavas 36 31 0 15 Oct 2021
On Measures of Biases and Harms in NLP Sunipa Dev Emily Sheng Jieyu Zhao Aubrie Amstutz Jiao Sun ... M. Sanseverino Jiin Kim Akihiro Nishi Nanyun Peng Kai-Wei Chang 31 80 0 07 Aug 2021