Mattia Antonino Di Gangi

According to our database, Mattia Antonino Di Gangi authored at least 38 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Word-level Language Identification using Encoder-Only and Decoder-Only Models.

Javier Iranzo-Sánchez, Parnia Bahar, Alejandro Pérez González de Martos, Mattia Antonino Di Gangi

Proceedings of the 8th International Conference on Natural Language and Speech Processing, 2025

2023

Bridging the Gap between Position-Based and Content-Based Self-Attention for Neural Machine Translation.

Felix Schmidt, Mattia Antonino Di Gangi

Proceedings of the Eighth Conference on Machine Translation, 2023

Speech Translation with Style: AppTek's Submissions to the IWSLT Subtitling and Formality Tracks in 2023.

Parnia Bahar, Patrick Wilken, Javier Iranzo-Sánchez, Mattia Antonino Di Gangi, Evgeny Matusov, Zoltán Tüske

Proceedings of the 20th International Conference on Spoken Language Translation, 2023

Take the Hint: Improving Arabic Diacritization with Partially-Diacritized Text.

Parnia Bahar, Mattia Antonino Di Gangi, Nick Rossenbach, Mohammad Zeineldeen

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

EasyDKT: an Easy-to-use Framework for Deep Knowledge Tracing.

Gabriella Casalino, Mattia Antonino Di Gangi, Francesco Ranieri, Daniele Schicchi, Davide Taibi

Proceedings of the First International Workshop on High-performance Artificial Intelligence Systems in Education co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

2022

Automatic Video Dubbing at AppTek.

Mattia Antonino Di Gangi, Nick Rossenbach, Alejandro Pérez, Parnia Bahar, Eugen Beck, Patrick Wilken, Evgeny Matusov

Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, 2022

Neural Speech Translation: From Neural Machine Translation to Direct Speech Translation.

Mattia Antonino Di Gangi

Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, 2022

2021

MuST-C: A multilingual corpus for end-to-end speech translation.

Roldano Cattoni, Mattia Antonino Di Gangi, Luisa Bentivogli, Matteo Negri, Marco Turchi

Comput. Speech Lang., 2021

Without Further Ado: Direct and Simultaneous Speech Translation by AppTek in 2021.

Parnia Bahar, Patrick Wilken, Mattia Antonino Di Gangi, Evgeny Matusov

Proceedings of the 18th International Conference on Spoken Language Translation, 2021

2020

End-to-End Speech-Translation with Knowledge Distillation: FBK@IWSLT2020.

Marco Gaido, Mattia Antonino Di Gangi, Matteo Negri, Marco Turchi

Proceedings of the 17th International Conference on Spoken Language Translation, 2020

Contextualized Translation of Automatically Segmented Speech.

Marco Gaido, Mattia Antonino Di Gangi, Matteo Negri, Mauro Cettolo, Marco Turchi

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Instance-based Model Adaptation for Direct Speech Translation.

Mattia Antonino Di Gangi, Viet-Nhat Nguyen, Matteo Negri, Marco Turchi

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

On Knowledge Distillation for Direct Speech Translation.

Marco Gaido, Mattia Antonino Di Gangi, Matteo Negri, Marco Turchi

Proceedings of the Seventh Italian Conference on Computational Linguistics, 2020

On Target Segmentation for Direct Speech Translation.

Mattia Antonino Di Gangi, Marco Gaido, Matteo Negri, Marco Turchi

Proceedings of the 14th Conference of the Association for Machine Translation in the Americas, 2020

Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE Corpus.

Luisa Bentivogli, Beatrice Savoldi, Matteo Negri, Mattia Antonino Di Gangi, Roldano Cattoni, Marco Turchi

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Effectiveness of data-driven induction of semantic spaces and traditional classifiers for sarcasm detection.

Mattia Antonino Di Gangi, Giosuè Lo Bosco, Giovanni Pilato

Nat. Lang. Eng., 2019

MuST-C: a Multilingual Speech Translation Corpus.

Mattia Antonino Di Gangi, Roldano Cattoni, Luisa Bentivogli, Matteo Negri, Marco Turchi

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Enhancing Transformer for End-to-end Speech-to-Text Translation.

Mattia Antonino Di Gangi, Matteo Negri, Roldano Cattoni, Roberto Dessì, Marco Turchi

Proceedings of Machine Translation Summit XVII Volume 1: Research Track, 2019

Controlling the Output Length of Neural Machine Translation.

Surafel Melaku Lakew, Mattia Antonino Di Gangi, Marcello Federico

Proceedings of the 16th International Conference on Spoken Language Translation, 2019

Data Augmentation for End-to-End Speech Translation: FBK@IWSLT '19.

Mattia Antonino Di Gangi, Matteo Negri, Viet-Nhat Nguyen, Amirhossein Tebbifakhr, Marco Turchi

Proceedings of the 16th International Conference on Spoken Language Translation, 2019

Robust Neural Machine Translation for Clean and Noisy Speech Transcripts.

Mattia Antonino Di Gangi, Robert Enyedi, Alessandra Brusadin, Marcello Federico

Proceedings of the 16th International Conference on Spoken Language Translation, 2019

Adapting Transformer to End-to-End Spoken Language Translation.

Mattia Antonino Di Gangi, Matteo Negri, Marco Turchi

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

On the Importance of Word Boundaries in Character-level Neural Machine Translation.

Duygu Ataman, Orhan Firat, Mattia Antonino Di Gangi, Marcello Federico, Alexandra Birch

Proceedings of the 3rd Workshop on Neural Generation and Translation@EMNLP-IJCNLP 2019, 2019

One-to-Many Multilingual End-to-End Speech Translation.

Mattia Antonino Di Gangi, Matteo Negri, Marco Turchi

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Deep learning architectures for prediction of nucleosome positioning from sequences data.

Mattia Antonino Di Gangi, Giosuè Lo Bosco, Riccardo Rizzo

BMC Bioinform., 2018

Fine-tuning on Clean Data for End-to-End Speech Translation: FBK @ IWSLT 2018.

Mattia Antonino Di Gangi, Roberto Dessì, Roldano Cattoni, Matteo Negri, Marco Turchi

Proceedings of the 15th International Conference on Spoken Language Translation, 2018

Deep Neural Machine Translation with Weakly-Recurrent Units.

Mattia Antonino Di Gangi, Marcello Federico

Proceedings of the 21st Annual Conference of the European Association for Machine Translation, 2018

Compositional Source Word Representations for Neural Machine Translation.

Duygu Ataman, Mattia Antonino Di Gangi, Marcello Federico

Proceedings of the 21st Annual Conference of the European Association for Machine Translation, 2018

Recurrent Deep Neural Networks for Nucleosome Classification.

Domenico Amato, Mattia Antonino Di Gangi, Giosuè Lo Bosco, Riccardo Rizzo

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2018

2017

Computational Intelligence and Citizen Communication in the Smart City.

Fabio Aurelio D'Asaro, Mattia Antonino Di Gangi, Valerio Perticone, Marco Elio Tabacchi

Inform. Spektrum, 2017

FBK's Participation to the English-to-German News Translation Task of WMT 2017.

Mattia Antonino Di Gangi, Nicola Bertoldi, Marcello Federico

Proceedings of the Second Conference on Machine Translation, 2017

Monolingual Embeddings for Low Resourced Neural Machine Translation.

Mattia Antonino Di Gangi, Marcello Federico

Proceedings of the 14th International Conference on Spoken Language Translation, 2017

A Deep Learning Network for Exploiting Positional Information in Nucleosome Related Sequences.

Mattia Antonino Di Gangi, Salvatore Gaglio, Claudio La Bua, Giosuè Lo Bosco, Riccardo Rizzo

Proceedings of the Bioinformatics and Biomedical Engineering, 2017

Assessing the Tolerance of Neural Machine Translation Systems Against Speech Recognition Errors.

Nicholas Ruiz, Mattia Antonino Di Gangi, Nicola Bertoldi, Marcello Federico

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Multilingual Neural Machine Translation for Low Resource Languages.

Surafel Melaku Lakew, Mattia Antonino Di Gangi, Marcello Federico

Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), 2017

Can Monolingual Embeddings Improve Neural Machine Translation?

Mattia Antonino Di Gangi, Marcello Federico

Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), 2017

2016

Deep Learning Architectures for DNA Sequence Classification.

Giosuè Lo Bosco, Mattia Antonino Di Gangi

Proceedings of the Fuzzy Logic and Soft Computing Applications, 2016

FBK's Neural Machine Translation Systems for IWSLT 2016.

M. Amin Farajian, Rajen Chatterjee, Costanza Conforti, Shahab Jalalvand, Vevake Balaraman, Mattia Antonino Di Gangi, Duygu Ataman, Marco Turchi, Matteo Negri, Marcello Federico

Proceedings of the 13th International Conference on Spoken Language Translation, 2016