Natural Language Processing

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  1. 2024
  2. E-pub ahead of print

    On Hedden's proof that machine learning fairness metrics are flawed

    Søgaard, Anders, Kappel, Klemens & Grünbaum, Thor, 2024, (E-pub ahead of print) In: Inquiry. 20 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  3. Published

    On the Interplay between Fairness and Explainability

    Brandl, Stephanie, Bugliarello, Emanuele & Chalkidis, Ilias, 2024, arXiv.org, 15 p.

    Research output: Working paper › Preprint › Research

  4. E-pub ahead of print

    On the Opacity of Deep Neural Networks

    Søgaard, Anders, 2024, (E-pub ahead of print) In: Canadian Journal of Philosophy.

    Research output: Contribution to journal › Journal article › Research › peer-review

  5. Published

    Semantic Sensitivities and Inconsistent Predictions: Measuring the Fragility of NLI Models

    Arakelyan, Erik, Liu, Z. & Augenstein, Isabelle, 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Graham, Y., Purver, M. & Purver, M. (eds.). Association for Computational Linguistics (ACL), p. 432-444 13 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  6. Published

    The Role of Data Curation in Image Captioning

    Li, Wenyan, Lotz, Jonas Færch, Qiu, C. & Elliott, Desmond, 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Graham, Y., Purver, M. & Purver, M. (eds.). Association for Computational Linguistics (ACL), p. 1074-1088 15 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  7. E-pub ahead of print

    Towards more comprehensive nationwide familial aggregation studies in Denmark: The Danish Civil Registration System versus the lite Danish Multi-Generation Register

    Due, J. K., Pedersen, M. G., Antonsen, S., Rommedahl, J., Agerbo, E., Mortensen, P. B., Sørensen, H. T., Lotz, Jonas Færch, Cabello Piqueras, Laura, Fierro Mella, Constanza Catalina, Karamolegkou, Antonia, Igel, Christian, Rust, Phillip, Søgaard, Anders & Pedersen, C. B., 2024, (E-pub ahead of print) In: Scandinavian Journal of Public Health. p. 1-11

    Research output: Contribution to journal › Journal article › Research › peer-review

  8. 2023
  9. Published

    Sentiment Classification of Historical Danish and Norwegian Literary Texts

    Al-Laith, Ali Mohammed Ali, Nielsen Degn, K., Conroy, A., Pedersen, Bolette Sandford, Bjerring-Hansen, Jens & Hershcovich, Daniel, May 2023, Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa). Association for Computational Linguistics (ACL), p. 324–334

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  10. Published

    A Latent-Variable Model for Intrinsic Probing

    Stanczak, Karolina Ewa, Torroba Hennigen, L., Williams, A., Cotterell, R. & Augenstein, Isabelle, 2023, In: AAAI Conference on Artificial Intelligence. 37, 11, p. 13591-13599

    Research output: Contribution to journal › Journal article › Research › peer-review

  11. Published

    A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned, and Perspectives

    Rethmeier, Nils & Augenstein, Isabelle, 2023, In: ACM Computing Surveys. 55, 10, 17 p., 203.

    Research output: Contribution to journal › Journal article › Research › peer-review

  12. Published

    A Two-Sided Discussion of Preregistration of NLP Research

    Søgaard, Anders, Hershcovich, Daniel & de Lhoneux, M., 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 83-93

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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