Research output per year
Research output per year
Personal profile
Fields of Science
- 113 Computer and information sciences
- Natural Language Processing
- Natural language generation
- Machine translation
International and National Collaboration
Publications and projects within past five years.
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AXOLOTL'24 Shared Task on Multilingual Explainable Semantic Change Modeling
Fedorova, M., Mickus, T., Partanen, N., Siewert, J., Spaziani, E. & Kutuzov, A., 1 Aug 2024, Proceedings of the 5th Workshop on Computational Approaches to Historical Language Change. Tahmasebi, N., Montariol, S., Kutuzov, A., Alfter, D., Periti, F., Cassotti, P. & Huebscher, N. (eds.). Stroudsburg: The Association for Computational Linguistics, p. 72-91 20 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning?
Ji, S., Mickus, T., Segonne, V. & Tiedemann, J., 2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). Paris: European Language Resources Association (ELRA), p. 2809-2818 10 p. (International conference on computational linguistics )(LREC proceedings ).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification?
Sinha, A., Mickus, T., Clausel, M., Constant, M. & Coubez, X., 1 Aug 2024, Proceedings of the 23rd Workshop on Biomedical Natural Language Processing. Demner-Fushman, D., Ananiadou, S., Miwa, M., Roberts, K. & Tsujii, J. (eds.). Stroudsburg: The Association for Computational Linguistics, p. 202-211 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
I Have an Attention Bridge to Sell You: Generalization Capabilities of Modular Translation Architectures
Mickus, T., Vazquez, R. & Attieh, J., 1 Jun 2024, Proceedings of the Fifth Workshop on Insights from Negative Results in NLP. Tafreshi, S., Akula, A., Sedoc, J., Drozd, A., Rogers, A. & Rumshisky, A. (eds.). Kerrville: The Association for Computational Linguistics, p. 34-40 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Isotropy, Clusters, and Classifiers
Mickus, T., Grönroos, S.-A. & Attieh, J., 1 Aug 2024, Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). Ku, L.-W., Martins, A. & Srikumar, V. (eds.). Kerrville: The Association for Computational Linguistics, p. 75-84 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile
Projects
- 1 Finished
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FoTran: Found in Translation - Natural Language Understanding with Cross-Lingual Grounding
Tiedemann, J. (Project manager), Attieh, J. (Participant), Aulamo, M. (Participant), Celikkanat, H. (Participant), De Gibert Bonet, O. (Participant), Grönroos, S.-A. (Participant), Mickus, T. (Participant), Raganato, A. (Participant), Scherrer, Y. (Participant), Silfverberg, M. (Participant), Sjöblom, E. I. (Participant), Talman, A. (Participant), Vazquez , R. (Participant), Virpioja, S. P. (Participant), Yli-Jyrä, A. (Participant), Zosa, E. (Participant), Celikkanat, H. (Participant), Raganato, A. (Participant), Silfverberg, M. (Participant), Sulubacak, U. (Participant) & Vazquez , R. (Participant)
01/09/2018 → 31/03/2024
Project: EU Horizon 2020: European Research Council: Consolidator Grant (H2020-ERC-COG)