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Consistency is Key: Disentangling Label Variation in Natural Language Processing with Intra-Annotator Agreement


Jan 25, 2023
Gavin Abercrombie, Verena Rieser, Dirk Hovy

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Beyond Digital "Echo Chambers": The Role of Viewpoint Diversity in Political Discussion


Dec 18, 2022
Rishav Hada, Amir Ebrahimi Fard, Sarah Shugars, Federico Bianchi, Patricia Rossini, Dirk Hovy, Rebekah Tromble, Nava Tintarev

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* Camera-ready version in WSDM 2023 

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SocioProbe: What, When, and Where Language Models Learn about Sociodemographics


Nov 08, 2022
Anne Lauscher, Federico Bianchi, Samuel Bowman, Dirk Hovy

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* Accepted for publication at EMNLP 2022 

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Bridging Fairness and Environmental Sustainability in Natural Language Processing


Nov 08, 2022
Marius Hessenthaler, Emma Strubell, Dirk Hovy, Anne Lauscher

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* Accepted for publication at EMNLP 2022 

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"It's Not Just Hate'': A Multi-Dimensional Perspective on Detecting Harmful Speech Online


Oct 28, 2022
Federico Bianchi, Stefanie Anja Hills, Patricia Rossini, Dirk Hovy, Rebekah Tromble, Nava Tintarev

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* EMNLP 2022 

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ProSiT! Latent Variable Discovery with PROgressive SImilarity Thresholds


Oct 26, 2022
Tommaso Fornaciari, Dirk Hovy, Federico Bianchi

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Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages


Oct 20, 2022
Paul Röttger, Debora Nozza, Federico Bianchi, Dirk Hovy

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* Accepted at EMNLP 2022 (Main Conference) 

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The State of Profanity Obfuscation in Natural Language Processing


Oct 14, 2022
Debora Nozza, Dirk Hovy

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Is It Worth the (Environmental) Cost? Limited Evidence for the Benefits of Diachronic Continuous Training


Oct 13, 2022
Giuseppe Attanasio, Debora Nozza, Federico Bianchi, Dirk Hovy

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Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers


Oct 13, 2022
Chia-Chien Hung, Anne Lauscher, Dirk Hovy, Simone Paolo Ponzetto, Goran Glavaš

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* arXiv admin note: substantial text overlap with arXiv:2208.01029 

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