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Dennis Thomas Ulmer

20202024

Research activity per year

Personal profile

Keywords

  • Natural language
  • Processing
  • Low-resource languages
  • Compositionality
  • Generalization

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Collaborations and top research areas from the last five years

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  • Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk

    Ulmer, D. T., Mansimov, E., Lin, K., Sun, J., Gao, X. & Zhang, Y., Aug 2024, Findings of the Association for Computational Linguistics ACL 2024. Ku, L.-W., Martins, A. & Srikumar, V. (eds.). Bangkok: Association for Computational Linguistics, Vol. Findings of the Association for Computational Linguistics ACL 2024. p. 9500–9522

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

    Open Access
  • Calibrating Large Language Models Using Their Generations Only

    Ulmer, D. T., Gubri, M., Lee, H., Yun, S. & Oh, S. J., Aug 2024, Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics. Ku, L.-W., Martins, A. & Srikumar, V. (eds.). Bangkok: Association for Computational Linguistics, Vol. Volume 1: Long Papers. p. 15440–15459

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

    Open Access
  • Non-Exchangeable Conformal Language Generation with Nearest Neighbors

    Ulmer, D. T., Zerva, C. & Martins, A., 17 Mar 2024, Findings of the Association for Computational Linguistics: EACL 2024. Graham, Y. & Purver, M. (eds.). 2024 ed. Association for Computational Linguistics, Vol. EACL. p. 1909-1929 20 p.

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

    Open Access
  • Non-exchangeable conformal risk control

    Farinhas, A., Zerva, C., Ulmer, D. T. & Martins, A., 6 May 2024, Twelfth International Conference on Learning Representations. 2024 ed. Vol. ICLR.

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

    Open Access
  • On Uncertainty In Natural Language Processing

    Ulmer, D. T., 2024, IT-Universitetet i København. 364 p. (ITU-DS; No. 227).

    Research output: Book / Anthology / Report / Ph.D. thesisPh.D. thesis

    Open Access
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