Measuring Social Biases in Grounded Vision and Language Embeddings

20 February 2020

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

19 / 19 papers shown

Title
TEDI: Trustworthy and Ethical Dataset Indicators to Analyze and Compare Dataset Documentation Wiebke Hutiri Mircea Cimpoi M. Scheuerman Victoria Matthews Alice Xiang 136 0 0 23 May 2025
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 98 2 0 10 Mar 2025
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 155 1,242 0 28 May 2020
Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline Vishvak Murahari Dhruv Batra Devi Parikh Abhishek Das VLM 83 116 0 05 Dec 2019
Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA Ronghang Hu Amanpreet Singh Trevor Darrell Marcus Rohrbach 69 197 0 14 Nov 2019
Assessing Social and Intersectional Biases in Contextualized Word Representations Y. Tan Elisa Celis FaML 85 227 0 04 Nov 2019
VL-BERT: Pre-training of Generic Visual-Linguistic Representations Weijie Su Xizhou Zhu Yue Cao Bin Li Lewei Lu Furu Wei Jifeng Dai VLM MLLM SSL 153 1,666 0 22 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 244 2,483 0 20 Aug 2019
VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li Mark Yatskar Da Yin Cho-Jui Hsieh Kai-Wei Chang VLM 138 1,955 0 09 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 226 3,684 0 06 Aug 2019
Gender Bias in Contextualized Word Embeddings Jieyu Zhao Tianlu Wang Mark Yatskar Ryan Cotterell Vicente Ordonez Kai-Wei Chang FaML 123 421 0 05 Apr 2019
On Measuring Social Biases in Sentence Encoders Chandler May Alex Jinpeng Wang Shikha Bordia Samuel R. Bowman Rachel Rudinger 96 602 0 25 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods Jieyu Zhao Tianlu Wang Mark Yatskar Vicente Ordonez Kai-Wei Chang 119 936 0 18 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 214 11,556 0 15 Feb 2018
Learning Language-Visual Embedding for Movie Understanding with Natural-Language Atousa Torabi Niket Tandon Leonid Sigal 67 97 0 26 Sep 2016
Semantics derived automatically from language corpora contain human-like biases Aylin Caliskan J. Bryson Arvind Narayanan 213 2,667 0 25 Aug 2016
Microsoft COCO Captions: Data Collection and Evaluation Server Xinlei Chen Hao Fang Nayeon Lee Ramakrishna Vedantam Saurabh Gupta Piotr Dollar C. L. Zitnick 213 2,478 0 01 Apr 2015
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 394 33,529 0 16 Oct 2013