Research output per year
Research output per year
Personal profile
Research Interests
My main research interests are Machine Learning, Artificial Intelligence and Natural Language Processing. Specifically, I am interested in neural networks, natural language processing, machine translation using dependency syntax and fundamental aspects of machine learning (Bayesian inference, universal inductive inference).
I'm also intersted in physics of information, quantum computation, biology and philosophy, although I am not an active researchers in these fields.
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Improving Translation of Out Of Vocabulary Words using Bilingual Lexicon Induction in Low-Resource Machine Translation
Waldendorf, J., Birch, A., Haddow, B. & Miceli Barone, A. V., 16 Sep 2022, Proceedings of the 15th biennial conference of the Association for Machine Translation in the Americas (Volume 1: Research Track). Duh, K., Guzman, F. & Richardson, S. (eds.). Orlando, USA: Association for Machine Translation in the Americas, AMTA, p. 144-156 13 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Survey of Low-Resource Machine Translation
Haddow, B., Bawden, R., Miceli Barone, A. V., Helcl, J. & Birch, A., 1 Sep 2022, In: Computational Linguistics. 48, 3, p. 673-732 67 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Distributionally Robust Recurrent Decoders with Random Network Distillation
Valerio Miceli Barone, A., Birch, A. & Sennrich, R., 3 Jun 2022, Proceedings of the 7th Workshop on Representation Learning for NLP. Gella, S., He, H., Majumdar, B. P., Can, B., Giunchiglia, E., Cahyawijaya, S., Min, S., Mozes, M., Li, X. L., Augenstein, I., Rogers, A., Cho, K., Grefenstette, E., Rimell, L. & Dyer, C. (eds.). Dublin, Ireland: Association for Computational Linguistics, p. 1-8 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
The University of Edinburgh’s English-Tamil and English-Inuktitut Submissions to the WMT20 News Translation Task
Bawden, R., Birch, A., Dobreva, R., Oncevay Marcos, A., Miceli Barone, A. V. & Williams, P., 19 Nov 2020, Proceedings of the 5th Conference on Machine Translation. Association for Computational Linguistics (ACL), p. 92-99 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Samsung and University of Edinburgh’s System for the IWSLT 2019
Wetesko, J., Chochowski, M., Przybysz, P., Williams, P., Grundkiewicz, R., Sennrich, R., Haddow, B., Miceli Barone, A. & Birch-Mayne, A., 2 Nov 2019. 5 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile