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Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? ...
Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.111/ Abstract: We investigate stereotypical information captured by pre-trained language models. We present a dataset comprising stereotypical attributes of a range of social groups and propose a method to elicit stereotypes encoded by pretrained language models in an unsupervised fashion. Moreover, we link the emergent stereotypes to their manifestation as basic emotions and demonstrate how our methods can be used to analyze emotion and stereotype shifts due to linguistic experience. Our experiments expose how attitudes towards different social groups vary across models and how quickly emotions and stereotypes can shift at the fine-tuning stage. ...
Keyword: Computational Linguistics; Language Models; Machine Learning; Machine Learning and Data Mining; Natural Language Processing
URL: https://dx.doi.org/10.48448/z296-1e12
https://underline.io/lecture/37741-stepmothers-are-mean-and-academics-are-pretentious-what-do-pretrained-language-models-learn-about-youquestion
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Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? ...
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3
Experimenting with subject alternatives for analysing generic sentences
In: Sinn und Bedeutung; Bd. 24 Nr. 1 (2020): Proceedings of Sinn und Bedeutung 24; 411-428 ; Proceedings of Sinn und Bedeutung; Vol 24 No 1 (2020): Proceedings of Sinn und Bedeutung 24; 411-428 ; 2629-6055 (2020)
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4
'Only': Meaning and Implicatures - The Very Incomplete Short Version
In: Sinn und Bedeutung; Bd. 9 (2005): Proceedings of Sinn und Bedeutung 9; 314-324 ; Proceedings of Sinn und Bedeutung; Vol 9 (2005): Proceedings of Sinn und Bedeutung 9; 314-324 ; 2629-6055 (2019)
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5
Generic Sentences: Representativeness or causality?
In: Sinn und Bedeutung; Bd. 23 Nr. 2 (2019): Proceedings of Sinn und Bedeutung 23; 409-426 ; Proceedings of Sinn und Bedeutung; Vol 23 No 2 (2019): Proceedings of Sinn und Bedeutung 23; 409-426 ; 2629-6055 (2019)
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6
How to donkey FC- and NPI-any
In: Sinn und Bedeutung; Bd. 11 (2007): Proceedings of Sinn und Bedeutung 11; 479-493 ; Proceedings of Sinn und Bedeutung; Vol 11 (2007): Proceedings of Sinn und Bedeutung 11; 479-493 ; 2629-6055 (2019)
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7
Generics and typicality
In: Sinn und Bedeutung; Bd. 22 Nr. 2 (2018): Proceedings of Sinn und Bedeutung 22; 443-461 ; Proceedings of Sinn und Bedeutung; Vol 22 No 2 (2018): Proceedings of Sinn und Bedeutung 22; 443-461 ; 2629-6055 (2019)
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8
Generics and typicality ...
Van Rooij, Robert. - : ZAS Papers in Linguistics, 2018
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9
Coevolution of Lexical Meaning and Pragmatic Use
Brochhagen, Thomas; Franke, Michael; van Rooij, Robert. - : John Wiley and Sons Inc., 2018
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10
Relevance in Cooperation and Conflict
Franke, Michael; De Jager, Tikitu; Van Rooij, Robert. - : Oxford University Press, 2012
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11
Vagueness in communication : international workshop ; revised selected papers
Nouwen, Rick [Herausgeber]; van Rooij, Robert [Herausgeber]; Sauerland, Uli [Herausgeber]. - 2011
DNB Subject Category Language
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12
Language, games, and evolution : trends in current research on language and game theory
Benz, Anton [Herausgeber]; Ebert, Christian [Herausgeber]; Jäger, Gerhard [Herausgeber]. - 2011
DNB Subject Category Language
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13
Vagueness in Communication : International Workshop, VIC 2009, held as part of ESSLLI 2009, Bordeaux, France, July 20-24, 2009. Revised Selected Papers
Nouwen, Rick; van Rooij, Robert; Sauerland, Uli. - Berlin, Heidelberg : Springer Berlin Heidelberg, 2011
UB Frankfurt Linguistik
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14
Language, Games, and Evolution : Trends in Current Research on Language and Game Theory
Ebert, Christian; van Rooij, Robert; Benz, Anton. - Berlin, Heidelberg : Springer Berlin Heidelberg, 2011
UB Frankfurt Linguistik
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15
Measurement and Interadjective Comparisons
van Rooij, Robert. - : Oxford University Press, 2011
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16
Measurement and Interadjective Comparisons
van Rooij, Robert. - : Oxford University Press, 2010
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17
Relevance in Cooperation and Conflict
Franke, Michael; De Jager, Tikitu; Van Rooij, Robert. - : Oxford University Press, 2009
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18
Strenghtening conditional presuppositions
In: Journal of Semantics 24 (2007), 289-304
IDS Konnektoren im Deutschen
19
Relevance of complex sentences
In: Mind and Manner (2006)
IDS Konnektoren im Deutschen
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A Modal Analysis of Presupposition and Modal Subordination
In: Journal of semantics. - Oxford : Univ. Press 22 (2005) 3, 281-306
OLC Linguistik
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