Publications

Antonio Valerio Miceli Barone

Papers:

2023
- Antonio Valerio Miceli Barone, Fazl Barez, Shay B. Cohen, and Ioannis Konstas. The larger they are, the harder they fail: Language models do not recognize identifier swaps in Python. In Findings of the Association for Computational Linguistic. 2023.
- Paul Darm, Antonio Valerio Miceli Barone, Shay B. Cohen, and Annalisa Riccardi. DISCOSQA: A knowledge base question answering system for space debris based on program induction. In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics. 2023.
2022
- Jonas Waldendorf, Alexandra Birch, Barry Hadow, and Antonio Valerio Miceli Barone. Improving translation of out of vocabulary words using bilingual lexicon induction in low-resource machine translation. In Proceedings of the 15th biennial conference of the Association for Machine Translation in the Americas. 2022.
- Antonio Valerio Miceli-Barone, Alexandra Birch, Rico Sennrich. Distributionally Robust Recurrent Decoders with Random Network Distillation 2022.
- Barry Haddow, Rachel Bawden, Antonio Valerio Miceli-Barone, Jindřich Helcl, Alexandra Birch. Survey of low-resource machine translation 2022.
2021
- Pinzhen Chen, Jindřich Helcl, Ulrich Germann, Laurie Burchell, Nikolay Bogoychev, Antonio Valerio Miceli-Barone, Jonas Waldendorf, Alexandra Birch, Kenneth Heafield. The University of Edinburgh’s English-German and English-Hausa submissions to the WMT21 news translation task 2021.
- Alexandra Birch, Barry Haddow, Antonio Valerio Miceli-Barone, Jindřich Helcl, Jonas Waldendorf, Felipe Sánchez‐Martínez, Mikel L Forcada, Víctor Sánchez-Cartagena, Juan Antonio Pérez-Ortiz, Miquel Esplà-Gomis, Wilker Aziz, Lina Murady, Sevi Sariisik, Peggy van der Kreeft, Kay Macquarrie. Surprise language challenge: Developing a neural machine translation system between Pashto and English in two months 2021.
2020
- Rachel Bawden, Alexandra Birch, Radina Dobreva, Arturo Oncevay, Antonio Valerio Miceli Barone, Philip Williams. The University of Edinburgh’s English-Tamil and English-Inuktitut Submissions to the WMT20 News Translation TaskProceedings of the Fifth Conference on Machine Translation 2020.
2019
- Joanna Wetesko, Marcin Chochowski, Pawel Przybysz, Philip Williams, Roman Grundkiewicz, Rico Sennrich, Barry Haddow, Antonio Valerio Miceli Barone, Alexandra Birch. Samsung and University of Edinburgh’s System for the IWSLT 2019. Zenodo 2019.
- Rachel Bawden, Nikolay Bogoychev, Ulrich Germann, Roman Grundkiewicz, Faheem Kirefu, Antonio Valerio Miceli Barone, Alexandra Birch. The University of Edinburgh’s Submissions to the WMT19 News Translation Task. Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) 2019.
2018
- Barry Haddow, Nikolay Bogoychev, Denis Emelin, Ulrich Germann, Roman Grundkiewicz, Kenneth Heafield, Antonio Valerio Miceli-Barone, Rico Sennrich. The University of Edinburgh’s submissions to the WMT18 news translation Task. Proceedings of the Third Conference on Machine Translation: Shared Task Papers 2018.
- Maximiliana Behnke, Antonio Valerio Miceli Barone, Rico Sennrich, Vilelmini Sosoni, Thanasis Naskos, Eirini Takoulidou, Maria Stasimioti, van Zaanen Menno, Sheila Castilho, Federico Gaspari, Panayota Georgakopoulou, Valia Kordoni, Markus Egg, Katia Lida Kermanidis. Improving machine translation of educational content via crowdsourcing. Proceedings of the 6th Workshop on Linked Data in Linguistic (LDL-2018). 2018.
- Antonio Valerio Miceli Barone. Low-rank passthrough neural networks. 1st Workshop on deep learning approaches for low resource natural language processing (DeepLo). 2018.
2017
- Antonio Valerio Miceli Barone, Rico Sennrich. A parallel corpus of Python functions and documentation strings for automated code documentation and code generation. arXiv. 2017.
- Antonio Valerio Miceli Barone, Barry Haddow, Ulrich Germann, Rico Sennrich. Regularization techniques for fine-tuning in neural machine translation. Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP). Association for Computational Linguistics, Stroudsburg, PA, USA. 2017.
- Antonio Valerio Miceli Barone, Jindřich Helcl, Rico Sennrich, Barry Haddow, Alexandra Birch. Deep Architectures for Neural Machine Translation. Proceedings of the Second Conference on Machine Translation, Volume 1: Research Papers. Association for Computational Linguistics, Stroudsburg, PA, USA. 2017.
- Anna Currey, Antonio Valerio Miceli Barone, Kenneth Heafield. Copied Monolingual Data Improves Low-Resource Neural Machine Translation. Proceedings of the Second Conference on Machine Translation, Volume 1: Research Papers. Association for Computational Linguistics, Stroudsburg, PA, USA. 2017.
- Rico Sennrich, Orhan Firat, Kyunghyun Cho, Alexandra Birch, Barry Haddow, Julian Hitschler, Marcin Junczys-Dowmunt, Samuel Läubli, Antonio Valerio Miceli Barone, Jozef Mokry, Maria Nădejde. Nematus: a Toolkit for Neural Machine Translation. Proceedings of the Software Demonstrations of the 15th Conference of the European Chapter of the Association for Computational Linguistics. Association for Computational Linguistics, Stroudsburg, PA, USA. 2017.
- Rico Sennrich, Alexandra Birch, Anna Currey, Ulrich Germann, Barry Haddow, Kenneth Heafield, Antonio Valerio Miceli Barone, Philip Williams. The University of Edinburgh's Neural MT Systems for WMT17. Proceedings of the Second Conference on Machine Translation, Volume 2: Shared Task Papers. Association for Computational Linguistics, Stroudsburg, PA, USA. 2017.
- Rico Sennrich, Antonio Valerio Miceli Barone, Joss Moorkens, Sheila Castilho, Andy Way, Federico Gaspari, Valia Kordoni, Markus Egg, Maja Popovic, Yota Georgakopoulou, Maria Gialama, Menno van Zaanen. TraMOOC-Translation for Massive Open Online Courses: Recent Developments in Machine Translation. 20th Annual Conference of the European Association for Machine Translation (EAMT 2017). 2017.
- Sheila Castilho, Joss Moorkens, Federico Gaspari, Rico Sennrich, Vilelmini Sosoni, Panayota Georgakopoulou, Pintu Lohar, Andy Way, Antonio Valerio Miceli Barone, Maria Gialama A Comparative Quality Evaluation of PBSMT and NMT using Professional Translators. MTSummit 2017.
2016
- Antonio Valerio Miceli Barone. Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders. [Poster] 1st Workshop on Representation Learning for NLP. Association for Computational Linguistics, Stroudsburg, PA, USA. 2016.
- Antonio Valerio Miceli Barone. Low-rank passthrough neural networks. arXiv. 2016 (new version published in 2018).
2015
- Antonio Valerio Miceli Barone and Giuseppe Attardi. Non-projective Dependency-based Pre-Reordering with Recurrent Neural Network for Machine Translation. Association for Computational Linguistics, Stroudsburg, PA, USA. 2015.
- Antonio Valerio Miceli Barone. Translation reranking using source phrase dependency features. Ninth Workshop on Syntax, Semantics and Structure in Statistical Translation (SSST-9). Association for Computational Linguistics, Stroudsburg, PA, USA. 2015.
- Antonio Valerio Miceli Barone and Giuseppe Attardi. Non-projective Dependency-based Pre-Reordering with Recurrent Neural Network for Machine Translation. Ninth Workshop on Syntax, Semantics and Structure in Statistical Translation (SSST-9). 2015.
2013
- Antonio Valerio Miceli Barone and Giuseppe Attardi. Pre-reordering for machine translation using transition-based walks on dependency parse trees. Proceedings of the Eighth Workshop on Statistical Machine Translation. Association for Computational Linguistics, Stroudsburg, PA, USA. 2013.
2012
- Antonio Valerio Miceli Barone and Giuseppe Attardi. Dependency Parsing domain adaptation using transductive SVM. In Proceedings of the Joint Workshop on Unsupervised and Semi-Supervised Learning in NLP (ROBUS-UNSUP '12). Association for Computational Linguistics, Stroudsburg, PA, USA, 55-59. 2012.
2011
- Giuseppe Attardi, Atanas Chanev, and Antonio Valerio Miceli Barone. A dependency based statistical translation model. In Proceedings of the Fifth Workshop on Syntax, Semantics and Structure in Statistical Translation (SSST-5). Association for Computational Linguistics, Stroudsburg, PA, USA, 79-87. 2011.

PhD thesis:

Antonio Valerio Miceli Barone Syntax-based machine translation using dependency grammars and discriminative machine learning. Università di Pisa, 2015.