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Language embeds information about social, cultural, and political values people hold.
Roberta: A robustly optimized bert pretraining approach
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Intrinsic bias metrics do not correlate with application bias
Seraphina Goldfarb-Tarrant, Rebecca Marchant, Ricardo Muñoz Sánchez, Mugdha Pandya, and Adam Lopez. 2021 · 1940
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“cloze procedure”: A new tool for measuring readability
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The social motivation of a sound change
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Nikita Nangia, Clara Vania, Rasika Bhalerao, and Samuel R. Bowman. 2020 · 1967
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Culture’s consequences: International differences in work-related values , volume 5
Geert Hofstede. 1984 · 1984
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Methodological problems in cross-cultural research: An updated review
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Language, identity, and the ownership of english
Bonny Norton. 1997 · 1997
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Sociolinguistic Variation and Change
Peter Trudgill. 2002 · 2002
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Culture’s recent consequences
Geert Hofstede. 2005 · 2005
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Inglehart-welzel cultural map of the world
Ronald Inglehart. 2006 · 2006
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Hofstede-culturally questionable?
Michael L Jones. 2007 · 2007
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Understanding human values
Milton Rokeach. 2008 · 2008
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Stance: Sociolinguistic Perspectives
Alexandra Jaffe. 2009 · 2009
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X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models
Zhengbao Jiang, Antonios Anastasopoulos, Jun Araki, Haibo Ding, and Graham Neubig. 2020 · 2010
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Refining the theory of basic individual values
Shalom H. Schwartz, Jan Cieciuch, Michele Vecchione, Eldad Davidov, Ronald Fischer, Constanze Beierlein, Alice Ramos, Markku Verkasalo, Jan-Erik Lönnqvist, Kursad Demirutku, Ozlem Dirilen-Gumus, and Mark Konty. 2012 · 2012
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Using effect size—or why the p value is not enough
Gail M Sullivan and Richard Feinn. 2012 · 2012
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Diffusion of lexical change in social media
Jacob Eisenstein, Brendan O’Connor, Noah A. Smith, and Eric P. Xing. 2014 · 2014
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Teaching machines to read and comprehend
Karl Moritz Hermann, Tomás Kociský, Edward Grefenstette, Lasse Espeholt, Will Kay, Mustafa Suleyman, and Phil Blunsom. 2015 · 2015
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User review sites as a resource for large-scale sociolinguistic studies
Dirk Hovy, Anders Johannsen, and Anders Søgaard. 2015 · 2015
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Semantics derived automatically from language corpora contain human-like biases
Aylin Caliskan, Joanna J. Bryson, and Arvind Narayanan. 2017 · 2017
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Writer profiling without the writer’s text
David Jurgens, Yulia Tsvetkov, and Dan Jurafsky. 2017 · 2017
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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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Socioeconomic dependencies of linguistic patterns in twitter: A multivariate analysis
Jacob Levy Abitbol, Márton Karsai, Jean-Philippe Magué, Jean-Pierre Chevrot, and Eric Fleury. 2018 · 2018
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Word embeddings quantify 100 years of gender and ethnic stereotypes
Nikhil Garg, Londa Schiebinger, Dan Jurafsky, and James Zou. 2018 · 2018
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Cross-lingual language model pretraining
Alexis Conneau and Guillaume Lample. 2019 · 2019
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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A structural probe for finding syntax in word representations
John Hewitt and Christopher D. Manning. 2019 · 2019
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Using sociolinguistic variables to reveal changing attitudes towards sexuality and gender
Sky CH-Wang and David Jurgens. 2021 · 2021
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Stereotype and skew: Quantifying gender bias in pre-trained and fine-tuned language models
Daniel de Vassimon Manela, David Errington, Thomas Fisher, Boris van Breugel, and Pasquale Minervini. 2021 · 2021
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Word alignment by fine-tuning embeddings on parallel corpora
Zi-Yi Dou and Graham Neubig. 2021 · 2021
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Moral stories: Situated reasoning about norms, intents, actions, and their consequences
Denis Emelin, Ronan Le Bras, Jena D. Hwang, Maxwell Forbes, and Yejin Choi. 2021 · 2021
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Detecting emergent intersectional biases: Contextualized word embeddings contain a distribution of human-like biases
Wei Guo and Aylin Caliskan. 2021 · 2021
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Chandler May, Alex Wang, Shikha Bordia, Samuel R. Bowman, and Rachel Rudinger. 2019 · 2019
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Wikipedia cultural diversity dataset: A complete cartography for 300 language editions
Marc Miquel-Ribé and David Laniado. 2019 · 2019
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Pytorch: An imperative style, high-performance deep learning library
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas Kopf, Edward Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, and Soumith Chintala. 2019 · 2019
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Language models as knowledge bases?
Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, and Alexander Miller. 2019 · 2019
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Do NLP models know numbers? probing numeracy in embeddings
Eric Wallace, Yizhong Wang, Sujian Li, Sameer Singh, and Matt Gardner. 2019 · 2019
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Unsupervised cross-lingual representation learning at scale
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, and Veselin Stoyanov. 2020 · 2020
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Social chemistry 101: Learning to reason about social and moral norms
Maxwell Forbes, Jena D. Hwang, Vered Shwartz, Maarten Sap, and Yejin Choi. 2020 · 2020
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Aligning {ai} with shared human values
Dan Hendrycks, Collin Burns, Steven Basart, Andrew Critch, Jerry Li, Dawn Song, and Jacob Steinhardt. 2021 · 2021
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(mis)alignment between stance expressed in social media data and public opinion surveys
Kenneth Joseph, Sarah Shugars, Ryan J. Gallagher, Jon Green, Alexi Quintana Mathé, Zijian An, and David Lazer. 2021 · 2021
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Visually Grounded Reasoning across Languages and Cultures
Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, and Desmond Elliott. 2021 · 2021
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What’s in the box? an analysis of undesirable content in the Common Crawl corpus
Alexandra Luccioni and Joseph Viviano. 2021 · 2021
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StereoSet: Measuring stereotypical bias in pretrained language models
Moin Nadeem, Anna Bethke, and Siva Reddy. 2021 · 2021
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Probing toxic content in large pre-trained language models
Nedjma Ousidhoum, Xinran Zhao, Tianqing Fang, Yangqiu Song, and Dit-Yan Yeung. 2021 · 2021
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Identifying morality frames in political tweets using relational learning
Shamik Roy, Maria Leonor Pacheco, and Dan Goldwasser. 2021 · 2021
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Process for adapting language models to society (palms) with values-targeted datasets
Irene Solaiman and Christy Dennison. 2021 · 2021
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A survey on gender bias in natural language processing
Karolina Stanczak and Isabelle Augenstein. 2021 · 2021
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Quantifying gender bias towards politicians in cross-lingual language models
Karolina Stanczak, Sagnik Ray Choudhury, Tiago Pimentel, Ryan Cotterell, and Isabelle Augenstein. 2021 · 2021
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Quantifying Gender Bias Towards Politicians in Cross-Lingual Language Models
Karolina Stańczak, Sagnik Ray Choudhury, Tiago Pimentel, Ryan Cotterell, and Isabelle Augenstein. 2021 · 2021
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A Word on Machine Ethics: A Response to Jiang et al. (2021)
Zeerak Talat, Hagen Blix, Josef Valvoda, Maya Indira Ganesh, Ryan Cotterell, and Adina Williams. 2021 · 2021
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World values survey: Round seven - country-pooled datafile version 3.0
C. Haerpfer, R. Inglehart, A. Moreno, C. Welzel, K. Kizilova, M. Lagos Diez-Medrano J., P. Norris, E. Ponarin, and B. Puranen. 2022 · 2022
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Challenges and strategies in cross-cultural nlp
Daniel Hershcovich, Stella Frank, Heather Lent, Miryam de Lhoneux, Mostafa Abdou, Stephanie Brandl, Emanuele Bugliarello, Laura Cabello Piqueras, Ilias Chalkidis, Ruixiang Cui, Constanza Fierro, Katerina Margatina, Phillip Rust, and Anders Søgaard. 2022 · 2022
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The ghost in the machine has an american accent: value conflict in gpt-3
Rebecca L Johnson, Giada Pistilli, Natalia Menédez-González, Leslye Denisse Dias Duran, Enrico Panai, Julija Kalpokiene, and Donald Jay Bertulfo. 2022 · 2022
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Unmasking the mask – evaluating social biases in masked language models
Masahiro Kaneko and Danushka Bollegala. 2022 · 2022
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Identifying the human values behind arguments
Johannes Kiesel, Milad Alshomary, Nicolas Handke, Xiaoni Cai, Henning Wachsmuth, and Benno Stein. 2022 · 2022
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Cross-cultural analysis of the wikipedia community
Noriko Hara, Pnina Shachaf, and Khe Foon Hew. 2010 · 2097
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