Debiasing Gender Bias in Information Retrieval Models

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Debiasing Gender Bias in Information Retrieval Models

2 August 2022

Dhanasekar Sundararaman

Vivek Subramanian

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Papers citing "Debiasing Gender Bias in Information Retrieval Models"

12 / 12 papers shown

Title
How do lexical semantics affect translation? An empirical study Vivek Subramanian Dhanasekar Sundararaman 42 5 0 31 Dec 2021
Investigating Gender Bias in BERT Rishabh Bhardwaj Navonil Majumder Soujanya Poria 67 108 0 10 Sep 2020
Do Neural Ranking Models Intensify Gender Bias? Navid Rekabsaz Markus Schedl 36 58 0 01 May 2020
Syntax-Infused Transformer and BERT models for Machine Translation and Natural Language Understanding Dhanasekar Sundararaman Vivek Subramanian Guoyin Wang Shijing Si Dinghan Shen Dong Wang Lawrence Carin 45 40 0 10 Nov 2019
Learning Compressed Sentence Representations for On-Device Text Processing Dinghan Shen Pengyu Cheng Dhanasekar Sundararaman Xinyuan Zhang Qian Yang Meng Tang Asli Celikyilmaz Lawrence Carin 61 22 0 19 Jun 2019
Attenuating Bias in Word Vectors Sunipa Dev J. M. Phillips FaML 72 151 0 23 Jan 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 95,175 0 11 Oct 2018
Learning Gender-Neutral Word Embeddings Jieyu Zhao Yichao Zhou Zeyu Li Wei Wang Kai-Wei Chang FaML 103 415 0 29 Aug 2018
Women also Snowboard: Overcoming Bias in Captioning Models (Extended Abstract) Lisa Anne Hendricks Kaylee Burns Kate Saenko Trevor Darrell Anna Rohrbach 121 480 0 02 Jul 2018
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes Nikhil Garg L. Schiebinger Dan Jurafsky James Zou AI4TS 71 965 0 22 Nov 2017
Semantics derived automatically from language corpora contain human-like biases Aylin Caliskan J. Bryson Arvind Narayanan 215 2,673 0 25 Aug 2016
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings Tolga Bolukbasi Kai-Wei Chang James Zou Venkatesh Saligrama Adam Kalai CVBM FaML 112 3,150 0 21 Jul 2016