MMT will deliver a language independent commercial online translation service based on a new open-source machine translation distributed architecture

Leistungen

Release of the source code and relative documentation.

Integration of MMT with existing technologies from TAUS and Translated to expose the MMT technology to million of users.

Open Source Installer, Billion words system with APIs & live interface

Release of an open source installer providing API to connect to third party services and a web interface.

Legal framework for the usage of data collected

Reports on the most suitable legal framework under which to release the index of parallel data collected.

Third Report on Database and MT Infrastructure

Reports on the implementation of the databases, models, and decoder.

Data Management Plan

Document describing how data will be managed during the project which data will be collected generated and published as a result of the activities of the project It will describe how the data will be exploited and why some data cannot be shared Information on storing and maintaining the data will also be provided

Second Evaluation Plan Report

Revises the original evaluation plan.

Second Report on Data Supply

Reports the status of the data repository.

Report on Data Repository

Describes the structure of the data repository and the software to collect and align parallel data from the web.

First Design and Specifications Report

Reports the preliminary design of the whole infrastructure and its components required to their actual implementation done in WP3

First Report on Data Supply

Reports the status of the data repository.

First Evaluation Plan Report

Reports on the evaluation plan

Second Technology Assessment Report

Reports on the MT components, performance and scalability testing.

First Report on Database and MT Infrastructure

Reports on the implementation of the databases, models, and decoder.

Second Report on Database and MT Infrastructure

Reports on the implementation of the databases, models, and decoder.

Second Design and Specifications Report

Revises and finalizes the initial design provided by D1.1 taken into account the feedback from WP3 and WP5.

First Technology Assessment Report

Reports on the MT components, performance and scalability testing.

Veröffentlichungen

Neural vs. Phrase-Based Machine Translation in a Multi-Domain Scenario

Autoren: M. Amin Farajian, Marco Turchi, Matteo Negri, Nicola Bertoldi, and Marcello Federico
Veröffentlicht in: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, 2017
Herausgeber: European Chapter of the Association for Computational Linguistics

MMT: New Open Source MT for the Translation Industry

Autoren: Nicola Bertoldi, Roldano Cattoni, Mauro Cettolo, Amin Farajian, Marcello Federico, Davide Caroselli, Luca Mastrostefano, Andrea Rossi, Marco Trombetti, Ulrich Germann, and David Madl
Veröffentlicht in: Proceedings of the 20th Annual Conference of the European Association for Machine Translation, 2017
Herausgeber: European Association for Machine Translation

Guiding Neural Machine Translation Decoding with External Knowledge

Autoren: Rajen Chatterjee, Matteo Negri, Marco Turchi, Marcello Federico, Lucia Specia, and Frédéric Blain
Veröffentlicht in: Proceedings of the 2nd Conference on Machine Translation (WMT17), Volume 1: Research Papers, 2017
Herausgeber: WMT

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

Autoren: Mattia A. Di Gangi, Nicola Bertoldi and Marcello Federico
Veröffentlicht in: Proceedings of the 2nd Conference on Machine Translation (WMT17), Volume 2: Shared Task Papers, 2017
Herausgeber: WMT

Multi-Domain Neural Machine Translation through Unsupervised Adaptation

Autoren: M. A. Farajian, Marco Turchi, Matteo Negri and Marcello Federico
Veröffentlicht in: Proceedings of the 2nd Conference on Machine Translation (WMT17), Volume 1: Research Papers, 2017
Herausgeber: WMT

Can Monolingual Embeddings Improve Neural Machine Translation?

Autoren: Mattia Antonino Di Gangi, and Marcello Federico
Veröffentlicht in: Proceedings of the 4th Italian Conference on Computational Linguistics (CLIC-IT), 2017
Herausgeber: CLIC-IT

Multilingual Neural Machine Translation for Low Resource Languages

Autoren: Surafel Melaku Lakew, Mattia Antonino Di Gangi, and Marcello Federico
Veröffentlicht in: Proceedings of the 4th Italian Conference on Computational Linguistics (CLIC-IT), 2017
Herausgeber: CLIC-IT

Monolingual Embeddings for Low Resourced Neural Machine Translation

Autoren: Mattia Antonino Di Gangi and Marcello Federico
Veröffentlicht in: Proceedings of the 14th International Workshop on Spoken Language Translation, 2017
Herausgeber: IWSLT

Improving Zero-Shot Translation of Low-Resource Languages

Autoren: Surafel Melaku Lakew, Quintino Francesco Lotito, Marco Turchi, Matteo Negri, and Marcello Federico
Veröffentlicht in: Proceedings of the 14th International Workshop on Spoken Language Translation, 2017
Herausgeber: IWSLT

FBK’s Multilingual Neural Machine Translation System for IWSLT 2017

Autoren: Surafel Melaku Lakew, Quintino Francesco Lotito, Marco Turchi, Matteo Negri, and Marcello Federico
Veröffentlicht in: Proceedings of the 14th International Workshop on Spoken Language Translation, 2017
Herausgeber: IWSLT

The University of Edinburgh's Neural MT systems for WMT17

Autoren: Rico Sennrich, Alexandra Birch, Anna Currey, Ulrich Germann, Barry Haddow, Kenneth Heafield, Antonio Valerio Miceli Barone, and Philip Williams.
Veröffentlicht in: Proceedings of the Second Conference on Machine Translation, 2017
Herausgeber: ACL

An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing

Autoren: Marcin Junczys-Dowmunt, Roman Grundkiewicz
Veröffentlicht in: Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 2017
Herausgeber: Asian Federation of Natural Language Processing

Regularization techniques for fine-tuning in neural machine translation

Autoren: Antonio Valerio Miceli Barone, Barry Haddow, Ulrich Germann, and Rico Sennrich
Veröffentlicht in: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Herausgeber: ACL

WAGS: A Beautiful English-Italian Benchmark Supporting Word Alignment Evaluation of Rare Words

Autoren: L. Bentivogli, M. Cettolo, M. A. Farajian, M. Federico
Veröffentlicht in: Proceedings of the 10th Language Resources and Evaluation Conference, 2016, Seite(n) 3535-3542
Herausgeber: European Language Resources Association

TMOP: A Tool for Unsupervised Translation Memory Cleaning

Autoren: M. J. Sabet, M. Negri, M. Turchi, J. G. C. de Souza, M. Federico
Veröffentlicht in: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, Ausgabe System Demonstrations, August 7-12, 2016, 2016, Seite(n) 49-54
Herausgeber: Association for Computational Linguistics

An Unsupervised Method for Automatic Translation Memory Cleaning

Autoren: M. J. Sabet, M. Negri, Marco Turchi, E. Barbu
Veröffentlicht in: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, Ausgabe August 7-12, 2016, 2016, Seite(n) 287–292
Herausgeber: Association for Computational Linguistics

MT Adaptation from TMs in ModernMT

Autoren: M. Federico
Veröffentlicht in: Proceedings of 12th Conference of the Association for Machine Translation in the Americas, Ausgabe vol. 2: MT Users' Track, 2016, Seite(n) 19-57
Herausgeber: Association for Machine Translation in the Americas

Neural versus Phrase-Based Machine Translation Quality: a Case Study

Autoren: L. Bentivogli, A. Bisazza, M. Cettolo, M. Federico
Veröffentlicht in: Proceedings of Conference on Empirical Methods in Natural Language Processing, Ausgabe November 1-5, 2016, 2016, Seite(n) 257-267
Herausgeber: Association for Computational Linguistics

FBK's Neural Machine Translation Systems for IWSLT 2016

Autoren: M. A. Farajian, R. Chatterjee, C. Conforti, S. Jalalvand, V. Balaraman, M. A. Di Gangi, D. Ataman, M. Turchi, M. Negri, M. Federico,
Veröffentlicht in: Proceedings of the 13th Workshop on Spoken Language Translation, Ausgabe December 8-9, 2016, 2016
Herausgeber: IWSLT

The IWSLT 2016 Evaluation Campaign

Autoren: M. Cettolo, J. Niehues, S. Stüker, L. Bentivogli, M. Federico
Veröffentlicht in: Proceedings of the 13th Workshop on Spoken Language Translation, Ausgabe December 8-9, 2016, 2016
Herausgeber: IWSLT

Bilingual Document Alignment with Latent Semantic Indexing

Autoren: Ulrich Germann
Veröffentlicht in: Proceedings of the First Conference on Machine Translation, Ausgabe Vol. 2, Seite(n) 692–696
Herausgeber: Association for Computational Linguistics

N-gram Language Models for Massively Parallel Devices

Autoren: Nikolay Bogoychev and Adam Lopez
Veröffentlicht in: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Herausgeber: Association for Computational Linguistics

Fast and Highly Parallelizable Phrase Table for Statistical Machine Translation

Autoren: Nikolay Bogoychev and Hieu Hoang
Veröffentlicht in: Proceedings of the First Conference on Machine Translation, Ausgabe Vol. 1, 2016, Seite(n) 102–109
Herausgeber: Association for Computational Linguistics

The Reasonable Effectiveness of Data

Autoren: A. Ruopp
Veröffentlicht in: Proceedings of 12th Conference of the Association for Machine Translation in the Americas, 2016, Seite(n) 123-142
Herausgeber: Association for Machine Translation in the Americas

Findings of the WMT 2016 Bilingual Document Alignment Shared Task

Autoren: C. Buck, P. Koehn
Veröffentlicht in: Proceedings of the First Conference on Machine Translation, Ausgabe Volume 2: Shared Task Papers , August 11-12, 2016, 2016, Seite(n) 554–563
Herausgeber: Association for Computational Linguistics

Topic Adaptation for Machine Translation of E-Commerce Content

Autoren: P. Mathur, M. Federico, S. Köprü, S. Khadivi, H. Sawaf
Veröffentlicht in: Proceedings of MT Summit XV, Ausgabe vol. 1: MT Researchers' Track, 30 October-3 November, 2015, 2015, Seite(n) 270-281
Herausgeber: Association for Machine Translation in the Americas

MT Quality Estimation for E-Commerce Data

Autoren: J. G. C. de Souza, M. Federico, H. Sawaf
Veröffentlicht in: Proceedings of MT Summit XV, Ausgabe vol. 2: MT Users' Track, 30 October - 3 November, 2015, 2015, Seite(n) 20-29
Herausgeber: Association for Machine Translation in the Americas

Automatic translation memory cleaning

Autoren: Matteo Negri, Duygu Ataman, Masoud Jalili Sabet, Marco Turchi, Marcello Federico
Veröffentlicht in: Machine Translation, Ausgabe 31/3, 2017, Seite(n) 93-115, ISSN 0922-6567
Herausgeber: Kluwer Academic Publishers
DOI: 10.1007/s10590-017-9191-5

Sampling Phrase Tables for the Moses Statistical Machine Translation System

Autoren: Ulrich Germann
Veröffentlicht in: The Prague Bulletin of Mathematical Linguistics, Ausgabe No. 104, October 2015, 2015, Seite(n) 39-50, ISSN 0032-6585
Herausgeber: The Prague Bulletin of Mathematical Linguistics
DOI: 10.1515/pralin-2015-0012

Modern MT: A New Open-Source Machine Translation Platform for the Translation Industry

Autoren: U. Germann, E. Barbu, L. Bentivogli, N. Bertoldi, N. Bogoychev, C. Buck, D. Caroselli, L. Carvalho, A. Cattelan, R. Cattoni, M. Cettolo, M. Federico, B. Haddow, D. Madl, L. Mastrostefano, P. Mathur, A. Ruopp, A. Samiotou, V. Sudharshan, M. Trombetti, J. van der Meer
Veröffentlicht in: Baltic Journal of Modern Computing, Ausgabe Vol. 4, No. 2, 2016, Seite(n) 397–397
Herausgeber: University of Latvia

Leistungen

Veröffentlichungen

Diese Seite teilen

Herunterladen