Measuring Social Biases in Grounded Vision and Language Embeddings

20 February 2020

Papers citing "Measuring Social Biases in Grounded Vision and Language Embeddings"

17 / 17 papers shown

Title
VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models Jen-tse Huang Jiantong Qin Jianping Zhang Youliang Yuan Wenxuan Wang Jieyu Zhao VLM 64 0 0 10 Mar 2025
VLMs as GeoGuessr Masters: Exceptional Performance, Hidden Biases, and Privacy Risks Jingyuan Huang Jen-tse Huang Ziyi Liu Xiaoyuan Liu Wenxuan Wang Jieyu Zhao 55 1 0 16 Feb 2025
MASS: Overcoming Language Bias in Image-Text Matching Jiwan Chung Seungwon Lim Sangkyu Lee Youngjae Yu VLM 32 0 0 20 Jan 2025
Situated Ground Truths: Enhancing Bias-Aware AI by Situating Data Labels with SituAnnotate Delfina Sol Martinez Pandiani Valentina Presutti 24 1 0 10 Jun 2024
DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity Melissa Hall Candace Ross Adina Williams Nicolas Carion M. Drozdzal Adriana Romero Soriano EGVM 27 5 0 11 Aug 2023
Having Beer after Prayer? Measuring Cultural Bias in Large Language Models Tarek Naous Michael Joseph Ryan Alan Ritter Wei-ping Xu 37 86 0 23 May 2023
Uncurated Image-Text Datasets: Shedding Light on Demographic Bias Noa Garcia Yusuke Hirota Yankun Wu Yuta Nakashima EGVM 43 51 0 06 Apr 2023
Trustworthy Social Bias Measurement Rishi Bommasani Percy Liang 32 10 0 20 Dec 2022
NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries? Saadia Gabriel Hamid Palangi Yejin Choi AAML 45 1 0 08 Nov 2022
Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale Federico Bianchi Pratyusha Kalluri Esin Durmus Faisal Ladhak Myra Cheng Debora Nozza Tatsunori Hashimoto Dan Jurafsky James Zou Aylin Caliskan DiffM VLM 39 290 0 07 Nov 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval Kun Zhou Yeyun Gong Xiao Liu Wayne Xin Zhao Yelong Shen ... Jing Lu Rangan Majumder Ji-Rong Wen Nan Duan Weizhu Chen 42 33 0 21 Oct 2022
Counterfactually Measuring and Eliminating Social Bias in Vision-Language Pre-training Models Yi Zhang Junyan Wang Jitao Sang 22 27 0 03 Jul 2022
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension Sanjay Subramanian William Merrill Trevor Darrell Matt Gardner Sameer Singh Anna Rohrbach ObjD 44 125 0 12 Apr 2022
CM3: A Causal Masked Multimodal Model of the Internet Armen Aghajanyan Po-Yao (Bernie) Huang Candace Ross Vladimir Karpukhin Hu Xu ... Dmytro Okhonko Mandar Joshi Gargi Ghosh M. Lewis Luke Zettlemoyer 15 155 0 19 Jan 2022
CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models Yuan Yao Ao Zhang Zhengyan Zhang Zhiyuan Liu Tat-Seng Chua Maosong Sun MLLM VPVLM VLM 211 221 0 24 Sep 2021
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning Paul Pu Liang Yiwei Lyu Xiang Fan Zetian Wu Yun Cheng ... Peter Wu Michelle A. Lee Yuke Zhu Ruslan Salakhutdinov Louis-Philippe Morency VLM 32 159 0 15 Jul 2021
Assessing Multilingual Fairness in Pre-trained Multimodal Representations Jialu Wang Yang Liu Qing Guo EGVM 26 35 0 12 Jun 2021