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The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages

Chiyu Zhang, Khai Duy Doan, Qisheng Liao, Muhammad Abdul-Mageed

The University of British Columbia, Mohamed bin Zayed University of Artificial Intelligence

Publish at Main Conference of EMNLP 2023

Paper

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Checkpoints of Models Pre-Trained with InfoDCL

We further pretrained XLMR/RoBERTa with InfoDCL framework by (Zhang et al. 2023)

Multilingual Model:

English Models:

Citation

Please cite us if you find our data or models useful.

@inproceedings{zhang-etal-2023-skipped,
    title = "The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages",
    author = "Zhang, Chiyu  and
      Khai Duy Doan and,
      Qisheng Liao and,
      Abdul-Mageed, Muhammad",
    booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
    year = "2023",
    publisher = "Association for Computational Linguistics",
}
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