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1707.09457
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Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints
29 July 2017
Jieyu Zhao
Tianlu Wang
Mark Yatskar
Vicente Ordonez
Kai-Wei Chang
FaML
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Papers citing
"Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints"
50 / 269 papers shown
Title
Spurious Correlations and Beyond: Understanding and Mitigating Shortcut Learning in SDOH Extraction with Large Language Models
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Large language models can replicate cross-cultural differences in personality
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Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation
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Zijun Gao
Jerone Andrews
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GenderBias-\emph{VL}: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing
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Aishan Liu
QianJia Cheng
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Siyuan Liang
Jiapeng Li
Jing Shao
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Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes
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Large Language Models (LLMs) as Agents for Augmented Democracy
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Regional biases in image geolocation estimation: a case study with the SenseCity Africa dataset
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Digital Divides in Scene Recognition: Uncovering Socioeconomic Biases in Deep Learning Systems
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Vipul Rathore
Mausam
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"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters
Yixin Wan
George Pu
Jiao Sun
Aparna Garimella
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Nanyun Peng
116
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Large Language Models to Identify Social Determinants of Health in Electronic Health Records
Marco Guevara
Shan Chen
S. Thomas
T. Chaunzwa
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Xi Chen
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Comparing Biases and the Impact of Multilingual Training across Multiple Languages
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Neha Ann John
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Miguel Ballesteros
Vittorio Castelli
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Consensus and Subjectivity of Skin Tone Annotation for ML Fairness
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Fairness in AI Systems: Mitigating gender bias from language-vision models
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Overwriting Pretrained Bias with Finetuning Data
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Arie Cattan
Omri Abend
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Retrieval-augmented Image Captioning
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Desmond Elliott
Bruno Martins
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Ignacio Serna
Aythami Morales
Julian Fierrez
Alfonso Ortega
Ainhoa Herrarte
Manuel Alcántara
J. Ortega-Garcia
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Mitigating Bias in Visual Transformers via Targeted Alignment
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Viraj Prabhu
Arvindkumar Krishnakumar
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49
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Ethical Considerations for Responsible Data Curation
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Sangwoo Mo
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Kyungmin Lee
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142
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Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities
Melissa Hall
Laura Gustafson
Aaron B. Adcock
Ishan Misra
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Fair Multi-Exit Framework for Facial Attribute Classification
Ching-Hao Chiu
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CORGI-PM: A Chinese Corpus For Gender Bias Probing and Mitigation
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Jiayi Geng
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Bias Mitigation Framework for Intersectional Subgroups in Neural Networks
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Trustworthy Social Bias Measurement
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Benchmarking Spatial Relationships in Text-to-Image Generation
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Simplicity Bias Leads to Amplified Performance Disparities
Samuel J. Bell
Levent Sagun
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Yuyang Gao
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76
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Switching to Discriminative Image Captioning by Relieving a Bottleneck of Reinforcement Learning
Ukyo Honda
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45
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Beyond Object Recognition: A New Benchmark towards Object Concept Learning
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Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale
Federico Bianchi
Pratyusha Kalluri
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Faisal Ladhak
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Debora Nozza
Tatsunori Hashimoto
Dan Jurafsky
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Men Also Do Laundry: Multi-Attribute Bias Amplification
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Jerone T. A. Andrews
Alice Xiang
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101
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Choose Your Lenses: Flaws in Gender Bias Evaluation
Hadas Orgad
Yonatan Belinkov
78
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Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey
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Vijil Chenthamarakshan
Kush R. Varshney
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Back to the Future: On Potential Histories in NLP
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Anne Lauscher
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Underspecification in Scene Description-to-Depiction Tasks
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Gender Stereotyping Impact in Facial Expression Recognition
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D. Paternain
M. Galar
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Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction
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Hongming Zhang
Yuqian Deng
Jacob R. Gardner
Dan Roth
Muhao Chen
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Bias Mimicking: A Simple Sampling Approach for Bias Mitigation
Maan Qraitem
Kate Saenko
Bryan A. Plummer
152
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30 Sep 2022
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