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All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality

William Timkey, Marten Van Schijndel. All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality. In Marie-Francine Moens, Xuanjing Huang, Lucia Specia, Scott Wen-tau Yih, editors, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021. pages 4527-4546, Association for Computational Linguistics, 2021. [doi]

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William Timkey

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Marten Van Schijndel

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