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Measuring Harmful Representations in Scandinavian Language Models


Nov 21, 2022
Samia Touileb, Debora Nozza

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* Accepted at the 5th workshop on Natural Language Processing and Computational Social Science (NLP+CSS) at EMNLP 2022 in Abu Dhabi, Dec 7 2022 

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Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale


Nov 07, 2022
Federico Bianchi, Pratyusha Kalluri, Esin Durmus, Faisal Ladhak, Myra Cheng, Debora Nozza, Tatsunori Hashimoto, Dan Jurafsky, James Zou, Aylin Caliskan

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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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ferret: a Framework for Benchmarking Explainers on Transformers


Aug 02, 2022
Giuseppe Attanasio, Eliana Pastor, Chiara Di Bonaventura, Debora Nozza

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Multilingual HateCheck: Functional Tests for Multilingual Hate Speech Detection Models


Jun 20, 2022
Paul Röttger, Haitham Seelawi, Debora Nozza, Zeerak Talat, Bertie Vidgen

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* Accepted at WOAH (NAACL 2022) 

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Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists


Mar 17, 2022
Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis

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* Accepted to Findings of ACL 2022 

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Language Invariant Properties in Natural Language Processing


Oct 01, 2021
Federico Bianchi, Debora Nozza, Dirk Hovy

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Cross-lingual Contextualized Topic Models with Zero-shot Learning


Apr 16, 2020
Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini

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