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Collaborations from the last five years

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  • Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning

    Singh, S., Vargus, F., D'souza, D., Karlsson, B. F., Mahendiran, A., Ko, W-Y., Shandilya, H., Patel, J., Mataciunas, D., O'Mahony, L., Zhang, M., Hettiarachchi, R., Wilson, J., Machado, M., Souza Moura, L., Krzemiński, D., Fadaei, H., Ergün, I., Okoh, I., Alaagib, A., & 13 othersMudannayake, O., Alyafeai, Z., Chien, V. M., Ruder, S., Guthikonda, S., Alghamdi, E. A., Gehrmann, S., Muennighoff, N., Bartolo, M., Kreutzer, J., Üstün, A., Fadaee, M. & Hooker, S., Feb 2024, (Accepted/In press) The 62nd Annual Meeting of the Association for Computational Linguistics . Association for Computational Linguistics

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

  • Can Humans Identify Domains?

    Barrett, M., Müller-Eberstein, M., Bassignana, E., Pauli, A. B., Zhang, M. & van der Goot, R., 20 Feb 2024, (Accepted/In press) The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation. European Language Resources Association (ELRA)

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

  • Deep Learning-based Computational Job Market Analysis: A Survey on Skill Extraction and Classification from Job Postings

    Senger, E., Zhang, M., van der Goot, R. & Plank, B., 2024, NLP4HR 2024 - 1st Workshop on Natural Language Processing for Human Resources, Proceedings of the Workshop. Hruschka, E., Lake, T., Otani, N. & Mitchell, T. (eds.). Association for Computational Linguistics, ACL Anthology, p. 1-15 15 p. (NLP4HR 2024 - 1st Workshop on Natural Language Processing for Human Resources, Proceedings of the Workshop).

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

  • Entity Linking in the Job Market Domain

    Zhang, M., van der Goot, R. & Plank, B., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024. Graham, Y., Purver, M. & Purver, M. (eds.). Association for Computational Linguistics, ACL Anthology, p. 410-419 10 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024).

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

  • JOBSKAPE: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching

    Magron, A., Dai, A., Zhang, M., Montariol, S. & Bosselut, A., 2024, NLP4HR 2024 - 1st Workshop on Natural Language Processing for Human Resources, Proceedings of the Workshop. Hruschka, E., Lake, T., Otani, N. & Mitchell, T. (eds.). Association for Computational Linguistics, ACL Anthology, p. 43-58 16 p. (NLP4HR 2024 - 1st Workshop on Natural Language Processing for Human Resources, Proceedings of the Workshop).

    Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review