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• W2945578088 abstract "This paper describes a language representation model which combines the Bidirectional Encoder Representations from Transformers (BERT) learning mechanism described in Devlin et al. (2018) with a generalization of the Universal Transformer model described in Dehghani et al. (2018). We further improve this model by adding a latent variable that represents the persona and topics of interests of the writer for each training example. We also describe a simple method to improve the usefulness of our language representation for solving problems in a specific domain at the expense of its ability to generalize to other fields. Finally, we release a pre-trained language representation model for social texts that was trained on 100 million tweets." @default.
• W2945578088 created "2019-05-29" @default.
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• W2945578088 date "2019-05-16" @default.
• W2945578088 modified "2023-09-27" @default.
• W2945578088 title "Latent Universal Task-Specific BERT" @default.
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