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Concerns regarding the footprint of societal biases in information retrieval (IR) systems have been raised in several previous studies.
Report on the Need for and Provision of an ’ideal’ information retrieval test collection
K Sparck Jones and C Van Rijsbergen. 1975 · 1975
Earlier work this paper cites.
The probabilistic relevance framework: BM25 and beyond
Stephen Robertson and Hugo Zaragoza. 2009 · 2009
Earlier work this paper cites.
GloVe: Global vectors for word representation. In Proc. of EMNLP
Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014
Earlier work this paper cites.
Unequal representation and gender stereotypes in image search results for occupations. In Proc. of CHI
Matthew Kay, Cynthia Matuszek, and Sean Munson. 2015 · 2015
Earlier work this paper cites.
Man is to computer programmer as woman is to homemaker? debiasing word embeddings. In Proc. of NeurIPS
Tolga Bolukbasi, Kai-Wei Chang, James Y Zou, Venkatesh Saligrama, and Adam T Kalai. 2016 · 2016
Earlier work this paper cites.
MS MARCO: A human generated machine reading comprehension dataset
Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, and Li Deng. 2016 · 2016
Earlier work this paper cites.
Text matching as image recognition. In Proc. of AAAI
Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Shengxian Wan, and Xueqi Cheng. 2016 · 2016
Earlier work this paper cites.
Semantics derived automatically from language corpora contain human-like biases
Aylin Caliskan, Joanna J Bryson, and Arvind Narayanan. 2017 · 2017
Earlier work this paper cites.
PACRR: A Position-Aware Neural IR Model for Relevance Matching. In Proc. of EMNLP
Kai Hui, Andrew Yates, Klaus Berberich, and Gerard de Melo. 2017 · 2017
Cited alongside, same era.
Quantifying search bias: Investigating sources of bias for political searches in social media. In Proc. of CSCW
Juhi Kulshrestha, Motahhare Eslami, Johnnatan Messias, M. Bilal Zafar, S. Ghosh, K. P Gummadi, and K. Karahalios. 2017 · 2017
Cited alongside, same era.
Competent men and warm women: Gender stereotypes and backlash in image search results. In Proc. of CHI
Jahna Otterbacher, Jo Bates, and Paul Clough. 2017 · 2017
Cited alongside, same era.
End-to-end neural ad-hoc ranking with kernel pooling. In Proc. of SIGIR
Chenyan Xiong, Zhuyun Dai, Jamie Callan, Zhiyuan Liu, and Russell Power. 2017 · 2017
Cited alongside, same era.
Measuring fairness in ranked outputs. In Proc. of Conference on Scientific and Statistical Database Management
Ke Yang and Julia Stoyanovich. 2017 · 2017
Cited alongside, same era.
Convolutional neural networks for soft-matching n-grams in ad-hoc search. In Proc. of WSDM
Zhuyun Dai, Chenyan Xiong, Jamie Callan, and Zhiyuan Liu. 2018 · 2018
Later among the works it cites.
Adversarial Removal of Demographic Attributes from Text Data. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
Yanai Elazar and Yoav Goldberg. 2018 · 2018
Later among the works it cites.
Investigating user perception of gender bias in image search: the role of sexism. In Proc. of SIGIR
Jahna Otterbacher, Alessandro Checco, Gianluca Demartini, and Paul Clough. 2018 · 2018
Later among the works it cites.
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proc. of NAACL-HTL
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Later among the works it cites.
On the Effect of Low-Frequency Terms on Neural-IR Models. In Proc. of SIGIR
Sebastian Hofstätter, Navid Rekabsaz, Carsten Eickhoff, and Allan Hanbury. 2019 · 2019
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Bias on the web
Ricardo Baeza-Yates. 2018 · 2018
Cited alongside, same era.
Equity of attention: Amortizing individual fairness in rankings. In Proc. of SIGIR
Asia J Biega, Krishna P Gummadi, and Gerhard Weikum. 2018 · 2018
Cited alongside, same era.
Investigating the impact of gender on rank in resume search engines. In Proc. of CHI
Le Chen, Ruijun Ma, Anikó Hannák, and Christo Wilson. 2018 · 2018
Cited alongside, same era.
Later among the works it cites.
Rodrigo Nogueira and Kyunghyun Cho. 2019 · 2019
Later among the works it cites.
Gender Bias in Contextualized Word Embeddings. In Proc. of NAACL-HTL
Jieyu Zhao, Tianlu Wang, Mark Yatskar, Ryan Cotterell, V. Ordonez, and K. Chang. 2019 · 2019
Later among the works it cites.