Information Ecosystem Threats in Minoritized Communities: Challenges, Open Problems and Research Directions
Information Ecosystem Threats in Minoritized Communities: Challenges, Open Problems and Research Directions
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少数民族社区的信息生态系统威胁：挑战、悬而未决的问题和研究方向
DOI：
10.1145/3477495.3536327
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发表时间：
2022
期刊：
影响因子：
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通讯作者：
Hale, Scott A.
中科院分区：
文献类型：
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作者：
Dori-Hacohen, Shiri;Hale, Scott A.
记者、事实核查人员、学者和社区媒体在努力支持遭受针对性别、种族和族裔的信息生态系统威胁（包括但不限于错误信息、仇恨言论、武器化争议和线上线下骚扰）的社区时不知所措。然而，由于多种原因，当前应对此类威胁的方法未能为少数群体提供足够的服务。在本次小组讨论中，我们将介绍并讨论这些社区以及希望为他们服务的研究人员所面临的挑战和开放问题。我们还将讨论当前最先进的技术以及最有前途的未来方向，无论是在 IR 领域，还是更广泛的计算机科学领域，以及需要跨学科和跨部门合作的领域。该小组将吸引 IR 从业者和研究人员，并包括至少一名 IR 之外、在该领域拥有独特专业知识的小组成员。
Journalists, fact-checkers, academics, and community media are overwhelmed in their attempts to support communities suffering from gender-, race- and ethnicity-targeted information ecosystem threats, including but not limited to misinformation, hate speech, weaponized controversy and online-to-offline harassment. Yet, for a plethora of reasons, minoritized groups are underserved by current approaches to combat such threats. In this panel, we will present and discuss the challenges and open problems facing such communities and the researchers hoping to serve them. We will also discuss the current state-of-the-art as well as the most promising future directions, both within IR specifically, across Computer Science more broadly, as well as that requiring transdisciplinary and cross-sectoral collaborations. The panel will attract both IR practitioners and researchers and include at least one panelist outside of IR, with unique expertise in this space.
COVID-HateBERT：用于 COVID-19 相关仇恨言论检测的预训练语言模型
DOI：
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发表时间：
2021
期刊：
International Conference on Machine Learning and Applications
影响因子：
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作者：
Mingqi Li;Song Liao;Ebuka Okpala;Max Tong;Matthew Costello;Long Cheng;Hongxin Hu;Feng Luo
通讯作者：
Feng Luo
检测社交媒体上的东亚偏见
DOI：
10.18653/v1/2020.alw-1.19
发表时间：
2020
期刊：
Journal of Materials Science: Materials in Medicine
影响因子：
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作者：
Bertie Vidgen;Austin Botelho;David A. Broniatowski;E. Guest;Matthew Hall;H. Margetts;Rebekah Tromble;Zeerak Talat;Scott A. Hale
通讯作者：
Scott A. Hale