@inproceedings{Martín2022,

title = {Limitations and Challenges of Unsupervised Cross-lingual Pre-training},

author = {Martín Quesada-Zaragoza and Francisco Casacuberta},

year  = {2022},

date = {2022-01-01},

booktitle = {In proceedings of the 15th Conference of the Association for Machine Translation in the Americas (AMTA 2022)},

pages = {175--187},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Nikita2022,

title = {English-Russian Data Augmentation for Neural Machine Translation},

author = {Nikita Teslenko-Grygoryev and Maria Mercedes Garcia Martinez and Francisco Casacuberta and Amando Estela and MANUEL HERRANZ},

year  = {2022},

date = {2022-01-01},

booktitle = {In proceedings of the First Workshop on Corpus Generation and Corpus Augmentation for Machine Translation (CoCo4MT 2022)},

pages = {1--9},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Navarro2022d,

title = {Turning Machine Translation Metrics into Confidence Measures},

author = {Ángel Navarro and Francisco Casacuberta},

year  = {2022},

date = {2022-01-01},

booktitle = {In proceedings of the 27th International Conference on Application of Natural Language to Information Systems (NLDB 2022)},

pages = {479--489},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Navarro2022c,

title = {PRHLT’s Submission to WLAC 2022},

author = {Ángel Navarro and Miguel Domingo and Francisco Casacuberta},

year  = {2022},

date = {2022-01-01},

booktitle = {In proceedings of the Seventh Conference on Machine Translation (WMT 2022)},

pages = {1182--1186},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Casacuberta2022,

title = {Findings of the Word-Level AutoCompletion Shared Task in WMT 2022},

author = {Francisco Casacuberta and George Foster and Guoping Huang and Philipp Koehn and Geza Kovacs and Lemao Liu and Shuming Shi and Taro Watanabe and Chengqing Zong},

year  = {2022},

date = {2022-01-01},

booktitle = {In proceedings of the Seventh Conference on Machine Translation (WMT 2022)},

pages = {812--820},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Carrión2022d,

title = {On the Effectiveness of Quasi Character-Level Models for Machine Translation},

author = {Salvador Carrión and Francisco Casacuberta},

year  = {2022},

date = {2022-01-01},

booktitle = {In proceedings of the 15th Conference of the Association for Machine Translation in the Americas (AMTA 2022)},

pages = {131--141},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Carrión2022c,

title = {Few-Shot Regularization to Tackle Catastrophic Forgetting in Multilingual Machine Translation},

author = {Salvador Carrión and Francisco Casacuberta},

year  = {2022},

date = {2022-01-01},

booktitle = {In proceedings of the 15th Conference of the Association for Machine Translation in the Americas (AMTA 2022)},

pages = {188--199},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Martínez-Hinarejos2022,

title = {Spanish Lipreading in Realistic Scenarios: the LLEER project},

author = {Carlos-D. Martínez-Hinarejos and David Gimeno-Gómez and Francisco Casacuberta and Emilio Granell and Roberto Paredes and Moisés Pastor and Enrique Vidal},

year  = {2022},

date = {2022-01-01},

booktitle = {In proceedings of the XII Jornadas en Tecnologías del Habla and VIII Iberian SLTech Workshop (iberSPEECH 2022)},

pages = {241--245},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Carrión-Ponz2022,

title = {Incremental Vocabularies in Machine Translation through Aligned Embedding Projections},

author = {Salvador Carrión and Francisco Casacuberta},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {In proceedings of the 10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2022)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Domingo-Ballester2022,

title = {An Interactive Machine Translation Framework for Modernizing the Language of Historical Documents},

author = {Miguel Domingo and Francisco Casacuberta},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {In proceedings of the 10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2022)},

pages = {41--53},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Carrión2021b,

title = {Quasi Character-Level Transformers to Improve Neural Machine Translation on Small Datasets},

author = {Salvador Carrión and Francisco Casacuberta},

year  = {2021},

date = {2021-01-01},

booktitle = {In proceedings of the The 5th International Workshop on Advances in Natural Language Processing (ANLP 2021)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Domingo2021,

title = {A Comparison of Character-Based Neural Machine Translations Techniques Applied to Spelling Normalization},

author = {Miguel Domingo and Francisco Casacuberta},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {In proceedings of the 25th International Conference on Pattern Recognition (ICPR 2020)},

pages = {326--338},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Navarro2021,

title = {Confidence Measures for Interactive Predictive Neural Machine Translation},

author = {Ángel Navarro and Francisco Casacuberta},

year  = {2021},

date = {2021-01-01},

booktitle = {In proceedings of the XI Jornadas en Tecnologías del Habla and VII Iberian SLTech Workshop (iberSPEECH 2020)},

pages = {195--199},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Carrión2021,

title = {Quasi Character-Level Transformers to Improve Neural Machine Translation on Small Datasets},

author = {Salvador Carrión and Francisco Casacuberta},

year  = {2021},

date = {2021-01-01},

booktitle = {In proceedings of the The 5th International Workshop on Advances in Natural Language Processing (ANLP 2021)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Daniel2020,

title = {NICE: Neural Integrated Custom Engines},

author = {Daniel Marín Buj and Zuzanna Parcheta and Francisco Casacuberta},

year  = {2020},

date = {2020-01-01},

booktitle = {In proceedings of the 22nd Annual Conference of the European Association for Machine Translation (EAMT 2020)},

pages = {329--338},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Vidal2020,

title = {The CARABELA Project and Manuscript Collection: Large-Scale Probabilistic Indexing and Content-based Classification},

author = {Enrique Vidal and Verónica Romero and Alejandro H. Toselli and Joan Andreu Sánchez and Lorenzo Quirós and José-Miguel Benedí and José Ramón Prieto and Moisés Pastor and Francisco Casacuberta and Carlos Alonso and Carmen García Rivera and Lourdes Márquez Carmona and Carmen Olcedo},

year  = {2020},

date = {2020-01-01},

booktitle = {In proceedings of the 17th International Conference on Frontiers in Handwriting Recognition (ICFHR 2020)},

pages = {85--90},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Domingo2020,

title = {A User Study of the Incremental Learning in NMT},

author = {Miguel Domingo and Maria Mercedes Garcia Martinez and Álvaro Peris-Abril and Alexandre Helle and Amando Estela and Laurent Bié and Francisco Casacuberta and MANUEL HERRANZ},

year  = {2020},

date = {2020-01-01},

booktitle = {In proceedings of the 22nd Annual Conference of the European Association for Machine Translation (EAMT 2020)},

pages = {319--328},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Parcheta2019,

title = {Filtering of Noisy Parallel Corpora Based on Hypothesis Generation},

author = {Zuzanna Parcheta and Germán Sanchis Trilles and Francisco Casacuberta},

year  = {2019},

date = {2019-01-01},

booktitle = {In proceedings of the Fourth Conference on Machine Translation (WMT 2019)},

pages = {284--290},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Domingo2019,

title = {Enriching Character-Based Neural Machine Translation with Modern Documents for Achieving an Orthography Consistency in Historical Documents},

author = {Miguel Domingo and Francisco Casacuberta},

year  = {2019},

date = {2019-01-01},

booktitle = {In proceedings of the 20th Internarional Conference on Image, Analysis and Processings (ICIAP 2019)},

pages = {59--69},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Domingo2019b,

title = {Incremental Adaptation of NMT for Professional Post-editors: A User Study},

author = {Miguel Domingo and Maria Mercedes Garcia Martinez and Álvaro Peris-Abril and Alexandre Helle and Amando Estela and Laurent Bié and Francisco Casacuberta and MANUEL HERRANZ},

year  = {2019},

date = {2019-01-01},

booktitle = {In proceedings of the Machine Translation Summit 2019},

pages = {219--227},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Parcheta2019b,

title = {Multi-input CNN for Text Classification in Commercial Scenarios},

author = {Zuzanna Parcheta and Germán Sanchis Trilles and Francisco Casacuberta and Robin Redahl},

year  = {2019},

date = {2019-01-01},

booktitle = {In proceedings of the 15th International Work-Conference on Artificial Neural Networks (IWANN 2019)},

pages = {596--608},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Domingo2019c,

title = {Demonstration of a Neural Machine Translation System with Online Learning for Translators},

author = {Miguel Domingo and Maria Mercedes Garcia Martinez and Amando Estela and Laurent Bié and Alexandre Helle and Álvaro Peris-Abril and Francisco Casacuberta and MANUEL HERRANZ},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {In proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019)},

pages = {70--74},

abstract = {We introduce a demonstration of our system,which implements online learning for neural machine translation in a production environment. These techniques allow the system to continuously learn from the corrections provided by the translators. We implemented an end-to-end platform integrating our machine translation servers to one of the most common user interfaces for professional translators: SDL Trados Studio. Our objective was to save post-editing effort as the machine is continuously learning from human choices and adapting the models to a specific domain or user style},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Peris-Abril2019b,

title = {Interactive-predictive System for Multimodal Sequence to Sequence Tasks},

author = {Álvaro Peris-Abril and Francisco Casacuberta},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {In proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019)},

pages = {81--86},

abstract = {We present a demonstration of a neural interactive-predictive system for tackling multimodal sequence to sequence tasks. The system generates text predictions to different sequence to sequence tasks: machine translation,image and video captioning. These predictions are revised by a human agent, who introduces corrections in the form of characters. The system reacts to each correction, providing alter-native hypotheses, compelling with the feed-back provided by the user. The final objective is to reduce the human effort required during this correction process.This system is implemented following a client–server architecture. For accessing the system, we developed a website, which communicates with the neural model, hosted in a local server. From this website, the different tasks can be tackled following the interactive-predictive framework. We open-source all the code developed for building this system. The demonstration in hostedinhttp://casmacat.prhlt.upv.es/interactive-seq2seq},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Domingo2018,

title = {A Machine Translation Approach for Modernizing Historical Documents Using Backtranslation},

author = {Miguel Domingo and Francisco Casacuberta},

year  = {2018},

date = {2018-01-01},

booktitle = {In proceedings of the 15th International Workshop on Spoken Language Translation (IWSLT 2018)},

pages = {29--47},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Peris-Abril2018,

title = {Active Learning for Interactive Neural Machine Translation of Data Streams},

author = {Álvaro Peris-Abril and Francisco Casacuberta},

year  = {2018},

date = {2018-01-01},

booktitle = {In proceedings of the 22nd Conference on Computational Natural Language Learning (CoNLL 2018)},

pages = {151--160},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Chinea-Ríos2018,

title = {Creating the best development corpus for Statistical Machine Translation systems},

author = {Mara Chinea-Ríos and Germán Sanchis Trilles and Francisco Casacuberta},

year  = {2018},

date = {2018-01-01},

booktitle = {In proceedings of the 21st Annual Conference of the European Association for Machine Translation (EAMT 2018)},

pages = {99--108},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Parcheta2018b,

title = {Data selection for NMT using Infrequent n-gram Recovery},

author = {Zuzanna Parcheta and Germán Sanchis Trilles and Francisco Casacuberta},

year  = {2018},

date = {2018-01-01},

booktitle = {In proceedings of the 21st Annual Conference of the European Association for Machine Translation (EAMT 2018)},

pages = {219--226},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Chinea-Ríos2018b,

title = {Are Automatic Metrics Robust and Reliable in Specific Machine Translation Tasks?},

author = {Mara Chinea-Ríos and Álvaro Peris-Abril and Francisco Casacuberta},

year  = {2018},

date = {2018-01-01},

booktitle = {In proceedings of the 21st Annual Conference of the European Association for Machine Translation (EAMT 2018)},

pages = {89--98},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Domingo2018b,

title = {Spelling Normalization of Historical Documents by Using a Machine Translation Approach},

author = {Miguel Domingo and Francisco Casacuberta},

year  = {2018},

date = {2018-01-01},

booktitle = {In proceedings of the 21st Annual Conference of the European Association for Machine Translation (EAMT 2018)},

pages = {129--137},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Marc2017,

title = {VIBIKNet: Visual Bidirectional Kernelized Network for Visual Question Answering},

author = {Marc Bolaños and Álvaro Peris-Abril and Francisco Casacuberta and Petia Radeva},

year  = {2017},

date = {2017-01-01},

booktitle = {In proceedings of the 8th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2017)},

pages = {372--380},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Chinea-Ríos2017,

title = {Adapting Neural Machine Translation with Parallel Synthetic Data},

author = {Mara Chinea-Ríos and Álvaro Peris-Abril and Francisco Casacuberta},

year  = {2017},

date = {2017-01-01},

booktitle = {In proceedings of the Second Conference on Machine Translation (WMT 2017)},

pages = {138--147},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Domingo2017,

title = {Historical Documents Modernization},

author = {Miguel Domingo and Mara Chinea-Ríos and Francisco Casacuberta},

year  = {2017},

date = {2017-01-01},

booktitle = {In proceedings of the 20th Annual Conference of the European Association for Machine Translation (EAMT 2017)},

pages = {295--306},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Peris-Abril2017,

title = {Neural Networks Classifier for Data Selection in Statistical Machine Translation},

author = {Álvaro Peris-Abril and Mara Chinea-Ríos and Francisco Casacuberta},

year  = {2017},

date = {2017-01-01},

booktitle = {In proceedings of the 20th Annual Conference of the European Association for Machine Translation (EAMT 2017)},

pages = {283--294},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}