Publications

You can also find my papers (with full texts!) on my Google Scholar or ResearchGate profiles.

Di Gangi, Mattia Antonino; Lo Bosco, Giosuè; Rizzo, Riccardo.
Deep learning architectures for prediction of nucleosome positioning from sequences data
BMC Bioinformatics 19 (14), 418

Di Gangi, Mattia Antonino; Dessì, Roberto; Cattoni, Roldano; Negri, Matteo; Turchi, Marco.
Fine-tuning on Clean Data for End-to-End Speech Translation: FBK@ IWSLT 2018
Proceedings of the International Workshop on Spoken Language Translation (IWSLT), Bruges, Belgium, 2018.

Di Gangi, Mattia Antonino; Federico, Marcello.
Deep Neural Machine Translation with Weakly-Recurrent Units
Proceedings of the 21st Conference of the European Association of Machine Translation (EAMT),Alicante, Spain. 2018 (To appear)

Ataman, Duygu; Di Gangi, Mattia Antonino; Federico, Marcello.
Compositional Source Word Representations for Neural Machine Translation
Proceedings of the 21st Conference of the European Association of Machine Translation (EAMT),Alicante, Spain. 2018 (To appear)

Di Gangi, Mattia Antonino; Federico, Marcello.
Monolingual Embeddings for Low Resourced Neural Machine Translation
Proceedings of IWSLT, Tokyo, Japan. 2017

Di Gangi, Mattia A; Federico, Marcello.
Can Monolingual Embeddings Improve Neural Machine Translation?
Proceedings of CLiC-it, Rome, Italy, 2017.

Lakew, Surafel M; Di Gangi, Mattia Antonino; Federico, Marcello.
Multilingual Neural Machine Translation for Low Resource Languages
Proceedings of CLiC-it, Rome, Italy, 2017.

Di Gangi, Mattia Antonino; Bertoldi, Nicola; Federico, Marcello.
FBK’s Participation to the English-to-German News Translation Task of WMT 2017
Proceedings of the Second Conference on Machine Translation, Copenaghen, Denmark. 2017.

Ruiz, Nicholas; Di Gangi, Mattia Antonino; Bertoldi, Nicola; Federico, Marcello.
Assessing the Tolerance of Neural Machine Translation Systems Against Speech Recognition Errors
Proceedings of Interspeech, Stockholm, Sweden. 2017.

Lo Bosco, Giosué; Di Gangi, Mattia Antonino.
Deep Learning Architectures for DNA Sequence Classification
International Workshop on Fuzzy Logic and Applications, Naples, Italy. 2016.

Di Gangi, Mattia Antonino; Gaglio, Salvatore; La Bua, Claudio; Lo Bosco, Giosué; Rizzo, Riccardo.
A Deep Learning Network for Exploiting Positional Information in Nucleosome Related Sequences
International Conference on Bioinformatics and Biomedical Engineering, Granada, Spain. 2017.

Farajian, M Amin; Chatterjee, Rajen; Conforti, Costanza; Jalalvand, Shahab; Balaraman, Vevake; Di Gangi, Mattia A; Ataman, Duygu; Turchi, Marco; Negri, Matteo; Federico, Marcello.
FBK’s Neural Machine Translation Systems for IWSLT 2016
Proceedings of the ninth International Workshop on Spoken Language Translation, Seattle, USA. 2016.

D’Asaro, Fabio Aurelio; Di Gangi, Mattia Antonino; Perticone, Valerio; Tabacchi, Marco Elio.
Computational Intelligence and Citizen Communication in the Smart City
Informatik-Spektrum, 40(1), pp. 25-34. Springer Berlin Heidelberg. 2017