List of Publications (2019-2022)

See the openAIRE GoURMET page for further details on these publications.

Víctor M. Sánchez-Cartagena, Juan Antonio Pérez-Ortiz, Felipe Sánchez-MartínezThe Universitat d’Alacant submissions to the English-to-Kazakh news translation task at WMT 2019WMTPDF2019
Duygu AtamanOn the Importance of Word Boundaries in Character-level Neural Machine TranslationWNGTPDF2019
Joost Bastings, Wilker Aziz, and Ivan TitovInterpretable Neural Predictions with Differentiable Binary VariablesACLPDF2019
Rachel Bawden, Nikolay Bogoychev, Ulrich Germann, Roman Grundkiewicz, Faheem Kirefu, Antonio Valerio Miceli Barone, Alexandra BirchThe University of Edinburgh's Submissions to the WMT19 News Translation TaskWMTPDF2019
Bryan Eikema and Wilker AzizAuto-Encoding Variational Neural Machine TranslationRepL4NLPPDF2019
Arturo Oncevay, Barry Haddow and Alexandra BirchTowards a Multi-view Language Representation: A Shared Space of Discrete and Continuous Language FeaturesTyP-NLPPDF2019Best Paper
Loïc Barrault , Ondřej Bojar |,Marta R. Costa-jussà , Christian Federmann , Mark Fishel , Yvette Graham , Barry Haddow ,Matthias Huck , Philipp Koehn , Shervin Malmasi , Christof Monz , Mathias Müller , Santanu Pal |, Matt Post and Marcos ZampieriFindings of the 2019 Conference on Machine Translation (WMT19)Conference on Machine Translation (WMT19)PDF2019
Carolina Scarton, Mikel L. Forcada, Miquel Esplà-Gomis, and Lucia SpeciaEstimating post-editing effort: a study on human judgements, task-based and reference-based metrics of MT quality16th International Workshop on Spoken Language Translation (IWSLT 2019)PDF2019
Gonçalo M. Correia, Vlad Niculae, Wilker Aziz, and André F. T. MartinsEfficient Marginalization of Discrete and Structured Latent Variables via SparsityNeurIPSPDF2020Spotlight paper
Miquel Esplà-Gomis, Víctor M. Sánchez-Cartagena, Jaume Zaragoza-Bernabeu, Felipe Sánchez-MartínezBicleaner at WMT 2020: Universitat d'Alacant-Prompsit's submission to the parallel corpus filtering shared taskWMTPDF2020
Víctor Manuel Sánchez-Cartagena, Juan Antonio Pérez-Ortiz, Felipe Sánchez-MartínezUnderstanding the effect of morphological tags in under-resourced neural machine translationCOLINGPDF2020
Christos Baziotis, Barry Haddow, Alexandra BirchLanguage Model Prior for Low-Resource Neural Machine TranslationEMNLPPDF2020
Arturo Oncevay, Barry Hadddow, Alexandra BirchBridging linguistic typology and multilingual machine translation with multi-view language representationsEMNLPPDF2020
Rachel Bawden, Biao Zhang, Lisa Yankovskaya, Andre Tättar and Matt PostA Study in Improving BLEU Reference Coverage with Diverse Automatic ParaphrasingEMNLP FindingsPDF2020
Bryan Eikema and Wilker AzizIs MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine TranslationColingPDF2020Best Paper
Susie Coleman, Andrew Secker, Rachel Bawden, Barry Haddow and Alexandra BirchArchitecture of a Scalable, Secure and Resilient Translation Platform for Multilingual News MediaIWLTPPDF2020
António Lopes, M. Amin Farajian, Rachel Bawden, Michael Zhang and André T. MartinsDocument-level Neural MT: A Systematic ComparisonEAMTPDF2020
Radina Dobreva, Jie Zhou and Rachel BawdenDocument Sub-structure in Neural Machine TranslationLRECPDF2020
Duygu Ataman, Wilker Aziz, Alexandra BirchA Latent Morphology Model for Open-Vocabulary Neural Machine TranslationICLRPDF2020
Zaixiang Zheng, Xiang Yue, Shujian Huang, Jiajun Chen and Alexandra BirchToward Making the Most of Context in Neural Machine TranslationIJCAIPDF2020
Andrea Zaninello, Alexandra BirchMultiWord Expression Aware Neural Machine TranslationLRECPDF2020
Biao Zhang, Philip Williams,
Ivan Titov, Rico Sennrich
Improving Massively Multilingual Neural Machine Translation and
Zero-Shot Translation
Felipe Sánchez-Martínez, Víctor M. Sánchez-Cartagena, Juan Antonio Pérez-Ortiz, Mikel L. Forcada, Miquel Esplà-Gomis, Andrew Secker, Susie Coleman, Julie WallAn English-Swahili parallel corpus and its use for neural machine translation in the news domainEAMTPDF2020
Víctor M. Sánchez-Cartagena, Mikel L. Forcada, Felipe Sánchez-MartínezA multi-source approach for Breton-French hybrid machine translationEAMTPDF2020
Duygu Ataman, Wilker Aziz, Alexandra BirchA Latent Morphology Model for Open-Vocabulary Neural Machine TranslationICLRPDF2020
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 MacquarrieSurprise Language Challenge: Developing a Neural Machine Translation System between Pashto and English in Two MonthsMTSummitPDF2021
Víctor M.Sánchez-Cartagena, Miquel Esplà-Gomis, Juan Antonio Pérez-Ortiz, Felipe Sánchez-MartínezRethinking data augmentation for low-resource neural machine translation: a multi-task learning approachEMNLPPDF2021
F Arthaud, R Bawden, A BirchFew-shot learning through contextual data augmentationEACLPDF2021
Christos Baziotis, Ivan Titov, Alexandra Birch, Barry HaddowExploring Unsupervised Pretraining Objectives for Machine TranslationACL (Findings)PDF2021
Pinzhen Chen, Jindřich Helcl, Ulrich Germann, Laurie Burchell, Nikolay Bogoychev, Antonio Valerio Miceli Barone, Jonas Waldendorf, Alexandra Birch, Kenneth HeafieldThe University of Edinburgh’s English-German and English-Hausa Submissions to the WMT21 News Translation TaskWMTPDF2021
Farhad Akhbardeh, Arkady Arkhangorodsky, Magdalena Biesialska, Ondřej Bojar, Rajen Chatterjee, Vishrav Chaudhary, Marta R. Costa-jussa, Cristina España-Bonet, Angela Fan, Christian Federmann, Markus Freitag, Yvette Graham, Roman Grundkiewicz, Barry Haddow, Leonie Harter, Kenneth Heafield, Christopher Homan, Matthias Huck, Kwabena Amponsah-Kaakyire, Jungo Kasai, Daniel Khashabi, Kevin Knight, Tom Kocmi, Philipp Koehn, Nicholas Lourie, Christof Monz, Makoto Morishita, Masaaki Nagata, Ajay Nagesh, Toshiaki Nakazawa, Matteo Negri, Santanu Pal, Allahsera Auguste Tapo, Marco Turchi, Valentin Vydrin, Marcos ZampieriFindings of the 2021 Conference on Machine TranslationWMT (Findings)PDF2021
N Moghe, M Steedman, A BirchCross-lingual Intermediate Fine-tuning improves Dialogue State TrackingEMNLPPDF2021
Biao Zhang, Ivan Titov, Rico SennrichOn Sparsifying Encoder Outputs in Sequence-to-Sequence ModelsACLPDF2021
Elena Voita, Rico Sennrich, Ivan TitovAnalyzing the Source and Target Contributions to Predictions in Neural Machine TranslationACLPDF2021
Elena Voita, Rico Sennrich, Ivan TitovLanguage Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMTEMNLPPDF2021
Antonio Valerio Miceli-Barone, Alexandra Birch, Rico SennrichDistributionally Robust Recurrent Decoders with Random Network DistillationRepNLPPDF2022
Biao Zhang, Barry Haddow, Rico SennrichRevisiting End-to-End Speech-to-Text Translation From ScratchICMLPDF2022
Barry Haddow, Rachel Bawden, Antonio Valerio Miceli Barone, Jindřich Helcl, Alexandra BirchSurvey of Low-Resource Machine TranslationComputational LinguisticsPDF2022
Peggy van der Kreeft, Sevi Sariisik, Wilker Aziz, Alexandra Birch, Felipe Sánchez-MartínezGoURMET – Machine Translation for Low-Resourced LanguagesEAMTPDF2022

List of public deliverables

Deliverable NumberDeliverable TitleDownloadDue Month
D6.1Factsheet PDF1
D1.1Survey of relevant low-resource languagesPDF4
D6.2Web portalPDF4
D5.1Evaluation PlanPDF6
D5.2Use Cases and RequirementsPDF6
D7.2Data Management PlanPDF6
D1.2Initial progress report on data gathering and augmentationPDF18
D1.3Initial release of project dataPDF18
D2.1Initial progress report on modelling morphological structurePDF18
D3.1Initial progress report on learning structural modelsPDF18
D4.1Initial progress report on transfer learningPDF18
D5.3Initial integration reportPDF18
D5.4Initial evaluation reportPDF18
D6.3Interim Dissemination and Exploitation ReportPDF18
D7.3Internal progress and planning reportPDF18
Initial Periodic ReportPDF20
D5.5Final progress report on integrationPDF42
D1.4Final progress report
on data gathering and
D4.2Final report on transfer learningPDF42
D1.5Final release of project dataPDF42
D2.2Final report on modelling morphological structurePDF42
D3.2Final report on learning structural modelsPDF42
D5.6Final progress report on evaluationPDF42
D6.4Final Dissemination and Exploitation ReportPDF42