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While existing work on studying bias in NLP focues on negative or pejorative language use, Govindarajan et al.
Measuring nominal scale agreement among many raters
Joseph L Fleiss. 1971 · 1971
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A general psychoevolutionary theory of emotion
Robert Plutchik. 1980 · 1980
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The cognitive functions of linguistic categories in describing persons: Social cognition and language
G. R. Semin and K. Fiedler. 1988 · 1988
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Anne Maass, Daniel Anthony Salvi, Luciano Arcuri, and Gün R. Semin. 1989 · 1989
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Modern racism as a predictor of the linguistic intergroup bias
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Linguistic intergroup bias: Stereotype perpetuation through language
Anne Maass. 1999 · 1999
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The nature of emotions: Human emotions have deep evolutionary roots, a fact that may explain their complexity and provide tools for clinical practice
Robert Plutchik. 2001 · 2001
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Linguistic intergroup bias in political communication
Luigi Anolli, Valentino Zurloni, and Giuseppe Riva. 2006 · 2006
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News media’s relationship with stereotyping: The linguistic intergroup bias in response to crime news
Bradley W. Gorham. 2006 · 2006
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Splitting a predictor at the upper quarter or third and the lower quarter or third
Andrew Gelman and David K. Park. 2009 · 2009
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Society and discourse: How social contexts influence text and talk
Teun A Van Dijk. 2009 · 2009
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Text specificity and impact on quality of news summaries
Annie Louis and Ani Nenkova. 2011 · 2011
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#emotional tweets
Saif Mohammad. 2012 · 2012
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Harnessing twitter "big data" for automatic emotion identification
Wenbo Wang, Lu Chen, Krishnaprasad Thirunarayan, and Amit P. Sheth. 2012 · 2012
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Using hashtags to capture fine emotion categories from tweets
Saif M. Mohammad and Svetlana Kiritchenko. 2015 · 2015
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Connotation frames: A data-driven investigation
Hannah Rashkin, Sameer Singh, and Yejin Choi. 2015 · 2015
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EmoNet: Fine-grained emotion detection with gated recurrent neural networks
Muhammad Abdul-Mageed and Lyle Ungar. 2017 · 2017
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Detecting perceived emotions in hurricane disasters
Shrey Desai, Cornelia Caragea, and Junyi Jessy Li. 2020 · 2020
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BERTweet: A pre-trained language model for english tweets
Dat Quoc Nguyen, Thanh Vu, and Anh Tuan Nguyen. 2020 · 2020
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Automatically neutralizing subjective bias in text
Reid Pryzant, Richard Diehl Martinez, Nathan Dass, Sadao Kurohashi, Dan Jurafsky, and Diyi Yang. 2020 · 2020
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Null it out: Guarding protected attributes by iterative nullspace projection
Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton, and Yoav Goldberg. 2020 · 2020
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Social bias frames: Reasoning about social and power implications of language
Maarten Sap, Saadia Gabriel, Lianhui Qin, Dan Jurafsky, Noah A. Smith, and Yejin Choi. 2020 · 2020
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Towards Controllable Biases in Language Generation
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From Discourse Structure To Text Specificity: Studies Of Coherence Preferences
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Connotation frames of power and agency in modern films
Maarten Sap, Marcella Cindy Prasettio, Ari Holtzman, Hannah Rashkin, and Yejin Choi. 2017 · 2017
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Predicting and analyzing language specificity in social media posts
Yifan Gao, Yang Zhong, Daniel Preoţiuc-Pietro, and Junyi Jessy Li. 2019 · 2019
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Gender-preserving debiasing for pre-trained word embeddings
Masahiro Kaneko and Danushka Bollegala. 2019 · 2019
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The woman worked as a babysitter: On biases in language generation
Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, and Nanyun Peng. 2019 · 2019
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GoEmotions: A dataset of fine-grained emotions
Dorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko, Alan Cowen, Gaurav Nemade, and Sujith Ravi. 2020 · 2020
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Emily Sheng, Kai-Wei Chang, Prem Natarajan, and Nanyun Peng. 2020 · 2020
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Are “undocumented workers” the same as “illegal aliens”? Disentangling denotation and connotation in vector spaces
Albert Webson, Zhizhong Chen, Carsten Eickhoff, and Ellie Pavlick. 2020 · 2020
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Transformers: State-of-the-art natural language processing
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Remi Louf, Morgan Funtowicz, Joe Davison, Sam Shleifer, Patrick von Platen, Clara Ma, Yacine Jernite, Julien Plu, Canwen Xu, Teven Le Scao, Sylvain Gugger, Mariama Drame, Quentin Lhoest, and Alexander Rush. 2020 · 2020
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Counterfactual interventions reveal the causal effect of relative clause representations on agreement prediction
Shauli Ravfogel, Grusha Prasad, Tal Linzen, and Yoav Goldberg. 2021 · 2021
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Adversarial concept erasure in kernel space
Shauli Ravfogel, Francisco Vargas, Yoav Goldberg, and Ryan Cotterell. 2022 · 2022
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How people talk about each other: Modeling generalized intergroup bias and emotion
Venkata Subrahmanyan Govindarajan, Katherine Atwell, Barea Sinno, Malihe Alikhani, David Beaver, and Junyi Jessy Li. 2023 · 2023
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