Publikationer pr. år
Publikationer pr. år
Personlig profil
Primære forskningsområder
My research focuses on building and and understanding multimodal and multilingual models. I have a specific focus on vision and language models, and tokenization-free approaches to NLP.
My research received the Best Long Paper Award at EMNLP 2021 and an Area Chair Favourite paper at COLING 2018.
Undervisnings- og vejledningsområder
I teach Bachelor and Master's level courses in the department.
I am course-responsible for Advanced Topics in Natural Languge Processing (2019-), Grundlæggende Data Science (2023-), and previously for Data Science (2021-2023).
I contribute to teaching on Natural Language Processing (2023-), Fair and Transparent Machine Learning (2023-), and previously for Information Retrieval (2019-2021).
CV
BSc (Hons) in Computer Science. University of Edinburgh. 2007.
MSc(R) in Computing Science. University of Glasgow. 2011.
Ph.D in Computer Science. University of Edinburgh. 2015.
Samarbejde og topforskningsområder i de sidste fem år
Seneste eksterne samarbejde på lande-/områdeniveau. Dyk ned i detaljerne ved at klikke på prikkerne eller
Publikation
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PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model
Ramos, R., Bugliarello, E., Martins, B. & Elliott, D., 2024, Findings of the Association for Computational Linguistics: NAACL 2024. Duh, K., Gomez, H. & Bethard, S. (red.). Association for Computational Linguistics (ACL), s. 3549-3564 16 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
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The Role of Data Curation in Image Captioning
Li, W., Lotz, J. F., Qiu, C. & Elliott, D., 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. (red.). Association for Computational Linguistics (ACL), s. 1074-1088 15 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
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Understanding Retrieval Robustness for Retrieval-Augmented Image Captioning
Li, W., Li, J., Ramos, R., Tang, R. & Elliott, D., 2024, Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics - Long Papers. Ku, L-W., Martins, A. F. T. & Srikumar, V. (red.). Association for Computational Linguistics (ACL), Bind 1. s. 9285-9299 15 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
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Cleaner Categories Improve Object Detection and Visual-Textual Grounding
Rigoni, D., Elliott, D. & Frank, S., 2023, Image Analysis - 23rd Scandinavian Conference, SCIA 2023, Proceedings. Gade, R., Felsberg, M. & Kämäräinen, J-K. (red.). Springer, s. 412-442 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 13885 LNCS).Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
Fil1 Citationer (Scopus) -
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models
Cabello, L., Bugliarello, E., Brandl, S. & Elliott, D., 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), s. 8465-8483Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
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Language Modelling with Pixels
Rust, P., Lotz, J. F., Bugliarello, E., Salesky, E., Lhoneux, M. D. & Elliott, D., 2023, The Eleventh International Conference on Learning Representations. arXiv.org, 32 s.Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
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LMCAP: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting
Ramos, R., Martins, B. & Elliott, D., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), s. 1635-1651Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
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MULTIFIN: A Dataset for Multilingual Financial NLP
Jørgensen, R. K., Brandt, O., Hartmann, M., Dai, X., Igel, C. & Elliott, D., 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2023. Association for Computational Linguistics (ACL), s. 864-879Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review
Åben adgangFil10 Citationer (Scopus)35 Downloads (Pure)
Priser
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Best Long Paper Award
Elliott, Desmond (Modtager) & Bugliarello, Emanuele (Modtager), 10 nov. 2021
Pris: Priser, stipendier, udnævnelser
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