Search Results - "Davani, Aida Mostafazadeh"

Investigating the role of group-based morality in extreme behavioral expressions of prejudice by Hoover, Joe, Atari, Mohammad, Mostafazadeh Davani, Aida, Kennedy, Brendan, Portillo-Wightman, Gwenyth, Yeh, Leigh, Dehghani, Morteza

“…Understanding motivations underlying acts of hatred are essential for developing strategies to prevent such extreme behavioral expressions of prejudice (EBEPs)…”
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Moral concerns are differentially observable in language by Kennedy, Brendan, Atari, Mohammad, Mostafazadeh Davani, Aida, Hoover, Joe, Omrani, Ali, Graham, Jesse, Dehghani, Morteza

“…Language is a psychologically rich medium for human expression and communication. While language usage has been shown to be a window into various aspects of…”
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Body Maps of Moral Concerns by Atari, Mohammad, Mostafazadeh Davani, Aida, Dehghani, Morteza

“…It has been proposed that somatosensory reaction to varied social circumstances results in feelings (i.e., conscious emotional experiences). Here, we present…”
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Moral Foundations Twitter Corpus: A Collection of 35k Tweets Annotated for Moral Sentiment by Hoover, Joe, Portillo-Wightman, Gwenyth, Yeh, Leigh, Havaldar, Shreya, Davani, Aida Mostafazadeh, Lin, Ying, Kennedy, Brendan, Atari, Mohammad, Kamel, Zahra, Mendlen, Madelyn, Moreno, Gabriela, Park, Christina, Chang, Tingyee E., Chin, Jenna, Leong, Christian, Leung, Jun Yen, Mirinjian, Arineh, Dehghani, Morteza

“…Research has shown that accounting for moral sentiment in natural language can yield insight into a variety of on- and off-line phenomena such as message…”
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Morally Homogeneous Networks and Radicalism by Atari, Mohammad, Davani, Aida Mostafazadeh, Kogon, Drew, Kennedy, Brendan, Ani Saxena, Nripsuta, Anderson, Ian, Dehghani, Morteza

“…Online radicalization is among the most vexing challenges the world faces today. Here, we demonstrate that homogeneity in moral concerns results in increased…”
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Hate Speech Classifiers Learn Normative Social Stereotypes by Davani, Aida Mostafazadeh, Atari, Mohammad, Kennedy, Brendan, Dehghani, Morteza

“…Social stereotypes negatively impact individuals’ judgments about different groups and may have a critical role in understanding language directed toward…”
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Introducing the Gab Hate Corpus: defining and applying hate-based rhetoric to social media posts at scale by Kennedy, Brendan, Atari, Mohammad, Davani, Aida Mostafazadeh, Yeh, Leigh, Omrani, Ali, Kim, Yehsong, Coombs, Kris, Havaldar, Shreya, Portillo-Wightman, Gwenyth, Gonzalez, Elaine, Hoover, Joe, Azatian, Aida, Hussain, Alyzeh, Lara, Austin, Cardenas, Gabriel, Omary, Adam, Park, Christina, Wang, Xin, Wijaya, Clarisa, Zhang, Yong, Meyerowitz, Beth, Dehghani, Morteza

“…We present the Gab Hate Corpus (GHC), consisting of 27,665 posts from the social network service gab.com, each annotated for the presence of “hate-based…”
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The (moral) language of hate by Kennedy, Brendan, Golazizian, Preni, Trager, Jackson, Atari, Mohammad, Hoover, Joe, Mostafazadeh Davani, Aida, Dehghani, Morteza

“…Humans use language toward hateful ends, inciting violence and genocide, intimidating and denigrating others based on their identity. Despite efforts to better…”
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The paucity of morality in everyday talk by Atari, Mohammad, Mehl, Matthias R., Graham, Jesse, Doris, John M., Schwarz, Norbert, Davani, Aida Mostafazadeh, Omrani, Ali, Kennedy, Brendan, Gonzalez, Elaine, Jafarzadeh, Nikki, Hussain, Alyzeh, Mirinjian, Arineh, Madden, Annabelle, Bhatia, Rhea, Burch, Alexander, Harlan, Allison, Sbarra, David A., Raison, Charles L., Moseley, Suzanne A., Polsinelli, Angelina J., Dehghani, Morteza

“…Given its centrality in scholarly and popular discourse, morality should be expected to figure prominently in everyday talk. We test this expectation by…”
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Towards interacting with smarter systems by Mostafazadeh Davani, Aida, Nazari Shirehjini, Ali Asghar, Daraei, Sara

“…The aim of this article is the requirement analysis, design, proof-of-concept implementation and user evaluation of a novel user interface that is specifically…”
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Pathogens are linked to human moral systems across time and space by Atari, Mohammad, Reimer, Nils K., Graham, Jesse, Hoover, Joe, Kennedy, Brendan, Davani, Aida Mostafazadeh, Karimi-Malekabadi, Farzan, Birjandi, Shirin, Dehghani, Morteza

“…•Regional variation in pathogen prevalence is consistently related to aggregate moral purity.•Pathogen-related words co-occur with purity words across multiple…”
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Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective Annotations by Davani, Aida Mostafazadeh, Díaz, Mark, Prabhakaran, Vinodkumar

“…Majority voting and averaging are common approaches used to resolve annotator disagreements and derive single ground truth labels from multiple annotations…”
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D3CODE: Disentangling Disagreements in Data across Cultures on Offensiveness Detection and Evaluation by Davani, Aida Mostafazadeh, Díaz, Mark, Baker, Dylan, Prabhakaran, Vinodkumar

“…While human annotations play a crucial role in language technologies, annotator subjectivity has long been overlooked in data collection. Recent studies that…”
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Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective Annotations by Davani, Aida Mostafazadeh, Díaz, Mark, Prabhakaran, Vinodkumar

“…Majority voting and averaging are common approaches employed to resolve annotator disagreements and derive single ground truth labels from multiple…”
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On Releasing Annotator-Level Labels and Information in Datasets by Prabhakaran, Vinodkumar, Davani, Aida Mostafazadeh, Díaz, Mark

“…A common practice in building NLP datasets, especially using crowd-sourced annotations, involves obtaining multiple annotator judgements on the same data…”
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GeniL: A Multilingual Dataset on Generalizing Language by Davani, Aida Mostafazadeh, Gubbi, Sagar, Dev, Sunipa, Dave, Shachi, Prabhakaran, Vinodkumar

“…Generative language models are transforming our digital ecosystem, but they often inherit societal biases, for instance stereotypes associating certain…”
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Hate Speech Classifiers Learn Human-Like Social Stereotypes by Davani, Aida Mostafazadeh, Atari, Mohammad, Kennedy, Brendan, Dehghani, Morteza

“…Social stereotypes negatively impact individuals' judgements about different groups and may have a critical role in how people understand language directed…”
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Insights on Disagreement Patterns in Multimodal Safety Perception across Diverse Rater Groups by Rastogi, Charvi, Teh, Tian Huey, Mishra, Pushkar, Patel, Roma, Ashwood, Zoe, Davani, Aida Mostafazadeh, Diaz, Mark, Paganini, Michela, Parrish, Alicia, Wang, Ding, Prabhakaran, Vinodkumar, Aroyo, Lora, Rieser, Verena

“…AI systems crucially rely on human ratings, but these ratings are often aggregated, obscuring the inherent diversity of perspectives in real-world phenomenon…”
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GRASP: A Disagreement Analysis Framework to Assess Group Associations in Perspectives by Prabhakaran, Vinodkumar, Homan, Christopher, Aroyo, Lora, Davani, Aida Mostafazadeh, Parrish, Alicia, Taylor, Alex, Díaz, Mark, Wang, Ding, Serapio-García, Gregory

“…2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics Human annotation plays a core role in machine learning --…”
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Improving Counterfactual Generation for Fair Hate Speech Detection by Davani, Aida Mostafazadeh, Omrani, Ali, Kennedy, Brendan, Atari, Mohammad, Ren, Xiang, Dehghani, Morteza

“…Bias mitigation approaches reduce models' dependence on sensitive features of data, such as social group tokens (SGTs), resulting in equal predictions across…”
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