Five sources of bias in natural language processing
Author:
Affiliation:
1. Marketing Department Bocconi University Milan Italy
2. School of Computer Science Carnegie Mellon University Pittsburgh Pennsylvania USA
Funder
H2020 European Research Council
Publisher
Wiley
Subject
Linguistics and Language
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1111/lnc3.12432
Reference116 articles.
1. Agarwal O. Durupınar F. Badler N. I. &Nenkova A.(2019). Word embeddings (also) encode human personality stereotypes.Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019) 205–211.Minneapolis Minnesota: Association for Computational Linguistics.https://www.aclweb.org/anthology/S19‐1023
2. M. Alfano D. Hovy M. Mitchell M. Strube 2018
3. Angwin J. Larson J. Mattu S. &Kirchner L.(2016). Machine bias.ProPublica May 23.https://www.propublica.org/article/machine‐bias‐risk‐assessments‐in‐criminal‐sentencing
4. Asad M. Dombrowski L. Costanza‐Chock S. Erete S. &Harrington C.(2019). Academic accomplices: Practical strategies for research justice.Companion Publication of the 2019 on Designing Interactive Systems Conference 2019 Companion(pp.353–356).
5. Bahdanau D. Cho K. &Bengio Y.(2015). Neural machine translation by jointly learning to align and translate. In Y. Bengio & Y. LeCun (Eds.) 3rd International Conference on Learning Representations ICLR 2015 San Diego CA USA May 7‐9 2015 Conference Track Proceedings.http://arxiv.org/abs/1409.0473
Cited by 60 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Gender bias in transformers: A comprehensive review of detection and mitigation strategies;Natural Language Processing Journal;2024-03
2. Diversity and language technology: how language modeling bias causes epistemic injustice;Ethics and Information Technology;2024-01-27
3. Regional Bias in Monolingual English Language Models;2024-01-24
4. Large language models to identify social determinants of health in electronic health records;npj Digital Medicine;2024-01-11
5. Hateful Messages: A Conversational Data Set of Hate Speech Produced by Adolescents on Discord;Data Science—Analytics and Applications;2024
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3