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Gender Bias in Machine Translation


May 07, 2021
Beatrice Savoldi, Marco Gaido, Luisa Bentivogli, Matteo Negri, Marco Turchi

* Accepted for publication in Transaction of the Association for Computational Linguistics (TACL), 2021 

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Beyond Voice Activity Detection: Hybrid Audio Segmentation for Direct Speech Translation


Apr 23, 2021
Marco Gaido, Matteo Negri, Mauro Cettolo, Marco Turchi


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Self-Learning for Zero Shot Neural Machine Translation


Mar 10, 2021
Surafel M. Lakew, Matteo Negri, Marco Turchi


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The Multilingual TEDx Corpus for Speech Recognition and Translation


Feb 02, 2021
Elizabeth Salesky, Matthew Wiesner, Jacob Bremerman, Roldano Cattoni, Matteo Negri, Marco Turchi, Douglas W. Oard, Matt Post


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CTC-based Compression for Direct Speech Translation


Feb 02, 2021
Marco Gaido, Mauro Cettolo, Matteo Negri, Marco Turchi

* Accepted at EACL2021 

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On Knowledge Distillation for Direct Speech Translation


Dec 09, 2020
Marco Gaido, Mattia A. Di Gangi, Matteo Negri, Marco Turchi

* Accepted at CLiC-IT 2020 

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Breeding Gender-aware Direct Speech Translation Systems


Dec 09, 2020
Marco Gaido, Beatrice Savoldi, Luisa Bentivogli, Matteo Negri, Marco Turchi

* In Proceedings of the 28th International Conference on Computational Linguistics, Dec 2020, 3951-3964. Online 
* Outstanding paper at COLING 2020 

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On Target Segmentation for Direct Speech Translation


Sep 10, 2020
Mattia Antonino Di Gangi, Marco Gaido, Matteo Negri, Marco Turchi

* 14 pages single column, 4 figures, accepted for presentation at the AMTA2020 research track 

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Contextualized Translation of Automatically Segmented Speech


Aug 05, 2020
Marco Gaido, Mattia Antonino Di Gangi, Matteo Negri, Mauro Cettolo, Marco Turchi

* Interspeech 2020 

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


Jun 10, 2020
Luisa Bentivogli, Beatrice Savoldi, Matteo Negri, Mattia Antonino Di Gangi, Roldano Cattoni, Marco Turchi

* 9 pages of content, accepted at ACL 2020 

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End-to-End Speech-Translation with Knowledge Distillation: [email protected]


Jun 04, 2020
Marco Gaido, Mattia Antonino Di Gangi, Matteo Negri, Marco Turchi

* Accepted at IWSLT2020 

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Is 42 the Answer to Everything in Subtitling-oriented Speech Translation?


Jun 01, 2020
Alina Karakanta, Matteo Negri, Marco Turchi

* Accepted at IWSLT 2020 

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Low Resource Neural Machine Translation: A Benchmark for Five African Languages


Mar 31, 2020
Surafel M. Lakew, Matteo Negri, Marco Turchi

* Accepted for AfricaNLP workshop at ICLR 2020 

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MuST-Cinema: a Speech-to-Subtitles corpus


Feb 25, 2020
Alina Karakanta, Matteo Negri, Marco Turchi

* Accepted at LREC 2020 

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Adapting Multilingual Neural Machine Translation to Unseen Languages


Oct 30, 2019
Surafel M. Lakew, Alina Karakanta, Marcello Federico, Matteo Negri, Marco Turchi

* Accepted at the 16th International Workshop on Spoken Language Translation (IWSLT), November, 2019 

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Instance-Based Model Adaptation For Direct Speech Translation


Oct 23, 2019
Mattia Antonino Di Gangi, Viet-Nhat Nguyen, Matteo Negri, Marco Turchi

* 6 pages, under review at ICASSP 2020 

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One-To-Many Multilingual End-to-end Speech Translation


Oct 08, 2019
Mattia Antonino Di Gangi, Matteo Negri, Marco Turchi

* 8 pages, one figure, version accepted at ASRU 2019 

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Machine Translation for Machines: the Sentiment Classification Use Case


Oct 01, 2019
Amirhossein Tebbifakhr, Luisa Bentivogli, Matteo Negri, Marco Turchi


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Multilingual Neural Machine Translation for Zero-Resource Languages


Sep 16, 2019
Surafel M. Lakew, Marcello Federico, Matteo Negri, Marco Turchi

* 15 pages, Published on Italian Journal of Computational Linguistics (IJCoL) -- Multilingual Neural Machine Translation for Low-Resource Languages, June 2018 

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Improving Zero-Shot Translation of Low-Resource Languages


Nov 04, 2018
Surafel M. Lakew, Quintino F. Lotito, Matteo Negri, Marco Turchi, Marcello Federico

* Published at the International Workshop on Spoken Language Translation (IWSLT), Tokyo, Japan, December 2017 

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Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary


Nov 03, 2018
Surafel M. Lakew, Aliia Erofeeva, Matteo Negri, Marcello Federico, Marco Turchi

* Published at the International Workshop on Spoken Language Translation (IWSLT), 2018 

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


Oct 16, 2018
Mattia Antonino Di Gangi, Roberto Dessì, Roldano Cattoni, Matteo Negri, Marco Turchi

* 6 pages, 2 figures, system description at the 15th International Workshop on Spoken Language Translation (IWSLT) 2018 

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eSCAPE: a Large-scale Synthetic Corpus for Automatic Post-Editing


Mar 20, 2018
Matteo Negri, Marco Turchi, Rajen Chatterjee, Nicola Bertoldi

* Accepted at LREC 2018 

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Linguistically Motivated Vocabulary Reduction for Neural Machine Translation from Turkish to English


Jul 31, 2017
Duygu Ataman, Matteo Negri, Marco Turchi, Marcello Federico

* The Prague Bulletin of Mathematical Linguistics. No. 108, 2017, pp. 331-342 
* The 20th Annual Conference of the European Association for Machine Translation (EAMT), Research Paper, 12 pages 

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Automatic Quality Estimation for ASR System Combination


Jun 22, 2017
Shahab Jalalvand, Matteo Negri, Daniele Falavigna, Marco Matassoni, Marco Turchi


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DNN adaptation by automatic quality estimation of ASR hypotheses


Feb 06, 2017
Daniele Falavigna, Marco Matassoni, Shahab Jalalvand, Matteo Negri, Marco Turchi

* Computer Speech & Language December 2016 

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SentiWords: Deriving a High Precision and High Coverage Lexicon for Sentiment Analysis


Oct 30, 2015
Lorenzo Gatti, Marco Guerini, Marco Turchi

* in Affective Computing, IEEE Transactions on (2015) 

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ONTS: "Optima" News Translation System


Jan 13, 2014
Marco Turchi, Martin Atkinson, Alastair Wilcox, Brett Crawley, Stefano Bucci, Ralf Steinberger, Erik Van der Goot

* Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics, pages 25-30, Avignon, France, April 23 - 27 2012. Association for Computational Linguistics 

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