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ORCIDMarta R. Costa-jussà
Marta Ruiz Costa-jussà
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- affiliation: Universitat Politècnica de Catalunya, Madrid, Spain
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2020 – today
- 2022
[j56]Carlos Escolano, Marta Ruiz Costa-jussà, José A. R. Fonollosa:
Multilingual Machine Translation: Deep Analysis of Language-Specific Encoder-Decoders. J. Artif. Intell. Res. 73: 1535-1552 (2022)- [c106]Marta R. Costa-jussà, Carlos Escolano, Christine Basta, Javier Ferrando, Roser Batlle, Ksenia Kharitonova:
Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters. AAAI 2022: 11855-11863 - [c105]Belen Alastruey, Javier Ferrando, Gerard I. Gállego, Marta R. Costa-jussà:
On the Locality of Attention in Direct Speech Translation. ACL (student) 2022: 402-412 - [c104]Ioannis Tsiamas, Gerard I. Gállego, Carlos Escolano, José A. R. Fonollosa, Marta R. Costa-jussà:
Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022. IWSLT@ACL 2022: 265-276 - [c103]Gerard Sant, Gerard I. Gállego, Belen Alastruey, Marta Ruiz Costa-jussà:
Multiformer: A Head-Configurable Transformer-Based Model for Direct Speech Translation. NAACL-HLT (Student Research Workshop) 2022: 277-284 - [e11]Helena Moniz, Lieve Macken, Andrew Rufener, Loïc Barrault, Marta R. Costa-jussà, Christophe Declercq, Maarit Koponen, Ellie Kemp, Spyridon Pilos, Mikel L. Forcada, Carolina Scarton, Joachim Van den Bogaert, Joke Daems, Arda Tezcan, Bram Vanroy, Margot Fonteyne:
Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, EAMT 2022, Ghent, Belgium, June 1-3, 2022. European Association for Machine Translation 2022, ISBN 9789464597622 [contents] - [i40]Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà:
SHAS: Approaching optimal Segmentation for End-to-End Speech Translation. CoRR abs/2202.04774 (2022) - [i39]Oriol Domingo, Marta R. Costa-jussà, Carlos Escolano:
A multi-task semi-supervised framework for Text2Graph & Graph2Text. CoRR abs/2202.06041 (2022) - [i38]Javier Ferrando, Gerard I. Gállego, Marta R. Costa-jussà:
Measuring the Mixing of Contextual Information in the Transformer. CoRR abs/2203.04212 (2022) - [i37]Belen Alastruey, Javier Ferrando, Gerard I. Gállego, Marta R. Costa-jussà:
On the Locality of Attention in Direct Speech Translation. CoRR abs/2204.09028 (2022) - [i36]Gerard Sant, Gerard I. Gállego, Belen Alastruey, Marta R. Costa-jussà:
Multiformer: A Head-Configurable Transformer-Based Model for Direct Speech Translation. CoRR abs/2205.07100 (2022) - [i35]Javier Ferrando, Gerard I. Gállego, Belen Alastruey, Carlos Escolano, Marta R. Costa-jussà:
Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer. CoRR abs/2205.11631 (2022) - [i34]Marta R. Costa-jussà, James Cross, Onur Çelebi, Maha Elbayad, Kenneth Heafield, Kevin Heffernan, Elahe Kalbassi, Janice Lam, Daniel Licht, Jean Maillard, Anna Sun, Skyler Wang, Guillaume Wenzek, Al Youngblood, Bapi Akula, Loïc Barrault, Gabriel Mejia Gonzalez, Prangthip Hansanti, John Hoffman, Semarley Jarrett, Kaushik Ram Sadagopan, Dirk Rowe, Shannon Spruit, Chau Tran, Pierre Andrews, Necip Fazil Ayan, Shruti Bhosale, Sergey Edunov, Angela Fan, Cynthia Gao, Vedanuj Goswami, Francisco Guzmán, Philipp Koehn, Alexandre Mourachko, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Jeff Wang:
No Language Left Behind: Scaling Human-Centered Machine Translation. CoRR abs/2207.04672 (2022) - 2021
- [j55]Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa:
From bilingual to multilingual neural-based machine translation by incremental training. J. Assoc. Inf. Sci. Technol. 72(2): 190-203 (2021) - [j54]Jordi Armengol-Estapé
, Marta R. Costa-jussà:
Semantic and syntactic information for neural machine translation. Mach. Transl. 35(1): 3-17 (2021) - [j53]Anna Jobin, Kingson Man, Antonio Damasio, Georgios Kaissis, Rickmer Braren, Julia Stoyanovich, Jay J. Van Bavel, Tessa V. West, Brent D. Mittelstadt, Jason Eshraghian, Marta R. Costa-jussà, Asaf Tzachor, Aimun A. B. Jamjoom, Mariarosaria Taddeo, Edoardo Sinibaldi, Yipeng Hu, Miguel A. Luengo-Oroz:
AI reflections in 2020. Nat. Mach. Intell. 3(1): 2-8 (2021) - [j52]Marta R. Costa-jussà:
Towards universal translation. Nat. Mach. Intell. 3(5): 376-377 (2021) - [j51]Christine Basta, Marta R. Costa-jussà, Noe Casas:
Extensive study on the underlying gender bias in contextualized word embeddings. Neural Comput. Appl. 33(8): 3371-3384 (2021) - [j50]Noe Casas, Marta R. Costa-jussà, José A. R. Fonollosa, Juan A. Alonso, Ramón Fanlo:
Linguistic knowledge-based vocabularies for Neural Machine Translation. Nat. Lang. Eng. 27(4): 485-506 (2021) - [c102]Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Carlos Segura:
Enabling Zero-Shot Multilingual Spoken Language Translation with Language-Specific Encoders and Decoders. ASRU 2021: 694-701 - [c101]Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Mikel Artetxe:
Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders. EACL 2021: 944-948 - [c100]Javier Ferrando, Marta R. Costa-jussà:
Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions. EMNLP (Findings) 2021: 434-443 - [c99]Gerard I. Gállego, Ioannis Tsiamas, Carlos Escolano, José A. R. Fonollosa, Marta R. Costa-jussà:
End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021. IWSLT 2021: 110-119 - [c98]Christine Basta, Marta R. Costa-jussà:
Impact of COVID-19 in Natural Language Processing Publications: a Disaggregated Study in Gender, Contribution and Experience. LT-EDI@EACL 2021: 1-6 - [c97]Jordi Armengol-Estapé, Marta R. Costa-jussà, Carlos Escolano:
Enriching the Transformer with Linguistic Factors for Low-Resource Machine Translation. RANLP 2021: 73-78 - [c96]Farhad Akhbardeh, Arkady Arkhangorodsky, Magdalena Biesialska, Ondrej Bojar, Rajen Chatterjee, Vishrav Chaudhary, Marta R. Costa-jussà, 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 Zampieri:
Findings of the 2021 Conference on Machine Translation (WMT21). WMT@EMNLP 2021: 1-88 - [c95]Carlos Escolano, Ioannis Tsiamas, Christine Basta, Javier Ferrando, Marta R. Costa-jussà, José A. R. Fonollosa:
The TALP-UPC Participation in WMT21 News Translation Task: an mBART-based NMT Approach. WMT@EMNLP 2021: 117-122 - [c94]Bardia Rafieian, Marta Ruiz Costa-jussà:
High Frequent In-domain Words Segmentation and Forward Translation for the WMT21 Biomedical Task. WMT@EMNLP 2021: 863-867 - [e10]Marcello Federico, Alex Waibel, Marta R. Costa-jussà, Jan Niehues, Sebastian Stüker, Elizabeth Salesky:
Proceedings of the 18th International Conference on Spoken Language Translation, IWSLT 2021, Bangkok, Thailand (online), August 5-6, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-74-9 [contents] - [e9]Loïc Barrault, Ondrej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussà, Christian Federmann, Mark Fishel, Alexander Fraser, Markus Freitag, Yvette Graham, Roman Grundkiewicz, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno-Yepes, Philipp Koehn, Tom Kocmi, André Martins, Makoto Morishita, Christof Monz:
Proceedings of the Sixth Conference on Machine Translation, WMT@EMNLP 2021, Online Event, November 10-11, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-94-7 [contents] - [i33]Noe Casas, José A. R. Fonollosa, Marta R. Costa-jussà:
Sparsely Factored Neural Machine Translation. CoRR abs/2102.08934 (2021) - [i32]Christian Hardmeier, Marta R. Costa-jussà, Kellie Webster, Will Radford, Su Lin Blodgett:
How to Write a Bias Statement: Recommendations for Submissions to the Workshop on Gender Bias in NLP. CoRR abs/2104.03026 (2021) - [i31]Christine Basta, Marta R. Costa-jussà:
Impact of Gender Debiased Word Embeddings in Language Modeling. CoRR abs/2105.00908 (2021) - [i30]Gerard I. Gállego, Ioannis Tsiamas, Carlos Escolano, José A. R. Fonollosa, Marta R. Costa-jussà:
UPC's Speech Translation System for IWSLT 2021. CoRR abs/2105.04512 (2021) - [i29]Belen Alastruey, Gerard I. Gállego, Marta R. Costa-jussà:
Efficient Transformer for Direct Speech Translation. CoRR abs/2107.03069 (2021) - [i28]Javier Ferrando, Marta R. Costa-jussà:
Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions. CoRR abs/2109.05853 (2021) - 2020
- [j49]Marta R. Costa-jussà, Cristina España-Bonet, Pascale Fung, Noah A. Smith:
Multilingual and Interlingual Semantic Representations for Natural Language Processing: A Brief Introduction. Comput. Linguistics 46(2): 249-255 (2020) - [j48]Marta R. Costa-jussà:
AMALEU: Una Representación Universal del Lenguaje basada en Aprendizaje Automático. Proces. del Leng. Natural 65: 105-108 (2020) - [c93]Noe Casas, Marta R. Costa-jussà, José A. R. Fonollosa:
Combining Subword Representations into Word-level Representations in the Transformer Architecture. ACL (student) 2020: 66-71 - [c92]Magdalena Biesialska, Bardia Rafieian, Marta R. Costa-jussà:
Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources. ACL (student) 2020: 271-278 - [c91]Noe Casas, José A. R. Fonollosa, Marta R. Costa-jussà:
Syntax-driven Iterative Expansion Language Models for Controllable Text Generation. SPNLP@EMNLP 2020: 1-10 - [c90]Magdalena Biesialska, Katarzyna Biesialska, Marta R. Costa-jussà:
Continual Lifelong Learning in Natural Language Processing: A Survey. COLING 2020: 6523-6541 - [c89]Magdalena Biesialska, Marta R. Costa-jussà:
Refinement of Unsupervised Cross-Lingual Word Embeddings. ECAI 2020: 1978-1981 - [c88]Marta R. Costa-jussà, Esther González, Asunción Moreno, Eudald Cumalat:
Abusive language in Spanish children and young teenager's conversations: data preparation and short text classification with contextual word embeddings. LREC 2020: 1533-1537 - [c87]Marta R. Costa-jussà, Pau Li Lin, Cristina España-Bonet:
GeBioToolkit: Automatic Extraction of Gender-Balanced Multilingual Corpus of Wikipedia Biographies. LREC 2020: 4081-4088 - [c86]Casimiro Pio Carrino, Marta R. Costa-jussà, José A. R. Fonollosa:
Automatic Spanish Translation of SQuAD Dataset for Multi-lingual Question Answering. LREC 2020: 5515-5523 - [c85]Loïc Barrault, Magdalena Biesialska, Ondrej Bojar, Marta R. Costa-jussà, Christian Federmann, Yvette Graham, Roman Grundkiewicz, Barry Haddow, Matthias Huck, Eric Joanis, Tom Kocmi, Philipp Koehn, Chi-kiu Lo, Nikola Ljubesic, Christof Monz, Makoto Morishita, Masaaki Nagata, Toshiaki Nakazawa, Santanu Pal, Matt Post, Marcos Zampieri:
Findings of the 2020 Conference on Machine Translation (WMT20). WMT@EMNLP 2020: 1-55 - [c84]Loïc Barrault, Magdalena Biesialska, Marta R. Costa-jussà, Fethi Bougares, Olivier Galibert:
Findings of the First Shared Task on Lifelong Learning Machine Translation. WMT@EMNLP 2020: 56-64 - [c83]Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa:
The TALP-UPC System Description for WMT20 News Translation Task: Multilingual Adaptation for Low Resource MT. WMT@EMNLP 2020: 134-138 - [c82]Luis A Menéndez-Salazar, Grigori Sidorov, Marta R. Costa-jussà:
The IPN-CIC team system submission for the WMT 2020 similar language task. WMT@EMNLP 2020: 409-413 - [c81]Pere Vergés Boncompte, Marta R. Costa-jussà:
Multilingual Neural Machine Translation: Case-study for Catalan, Spanish and Portuguese Romance Languages. WMT@EMNLP 2020: 447-450 - [e8]Loïc Barrault, Ondrej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussà, Christian Federmann, Mark Fishel, Alexander Fraser, Yvette Graham, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno-Yepes, Philipp Koehn, André Martins, Makoto Morishita, Christof Monz, Masaaki Nagata, Toshiaki Nakazawa, Matteo Negri:
Proceedings of the Fifth Conference on Machine Translation, WMT@EMNLP 2020, Online, November 19-20, 2020. Association for Computational Linguistics 2020, ISBN 978-1-948087-81-0 [contents] - [i27]Magdalena Biesialska, Marta R. Costa-jussà:
Refinement of Unsupervised Cross-Lingual Word Embeddings. CoRR abs/2002.09213 (2020) - [i26]Noe Casas, José A. R. Fonollosa, Marta R. Costa-jussà:
Syntax-driven Iterative Expansion Language Models for Controllable Text Generation. CoRR abs/2004.02211 (2020) - [i25]Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Mikel Artetxe:
Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders. CoRR abs/2004.06575 (2020) - [i24]Jordi Armengol-Estapé, Marta R. Costa-jussà, Carlos Escolano:
Enriching the Transformer with Linguistic and Semantic Factors for Low-Resource Machine Translation. CoRR abs/2004.08053 (2020) - [i23]Magdalena Biesialska, Bardia Rafieian, Marta R. Costa-jussà:
Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources. CoRR abs/2005.10048 (2020) - [i22]Marta R. Costa-jussà, Roger Creus, Oriol Domingo, Albert Domínguez, Miquel Escobar, Cayetana López, Marina García, Margarita Geleta:
MT-Adapted Datasheets for Datasets: Template and Repository. CoRR abs/2005.13156 (2020) - [i21]Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Mikel Artetxe:
Training Multilingual Machine Translation by Alternately Freezing Language-Specific Encoders-Decoders. CoRR abs/2006.01594 (2020) - [i20]Marta R. Costa-jussà, Christine Basta, Gerard I. Gállego:
Evaluating Gender Bias in Speech Translation. CoRR abs/2010.14465 (2020) - [i19]Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Carlos Segura:
Enabling Zero-shot Multilingual Spoken Language Translation with Language-Specific Encoders and Decoders. CoRR abs/2011.01097 (2020) - [i18]Magdalena Biesialska, Katarzyna Biesialska, Marta R. Costa-jussà:
Continual Lifelong Learning in Natural Language Processing: A Survey. CoRR abs/2012.09823 (2020) - [i17]Marta R. Costa-jussà, Carlos Escolano, Christine Basta, Javier Ferrando, Roser Batlle, Ksenia Kharitonova:
Gender Bias in Multilingual Neural Machine Translation: The Architecture Matters. CoRR abs/2012.13176 (2020)
2010 – 2019
- 2019
- [j47]Marta R. Costa-jussà:
An analysis of gender bias studies in natural language processing. Nat. Mach. Intell. 1(11): 495-496 (2019) - [j46]Marta R. Costa-jussà, Noe Casas, Carlos Escolano, José A. R. Fonollosa:
Chinese-Catalan: A Neural Machine Translation Approach Based on Pivoting and Attention Mechanisms. ACM Trans. Asian Low Resour. Lang. Inf. Process. 18(4): 43:1-43:8 (2019) - [c80]Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa:
From Bilingual to Multilingual Neural Machine Translation by Incremental Training. ACL (2) 2019: 236-242 - [c79]Carlos Escolano, Marta R. Costa-jussà, Elora Lacroux, Pere-Pau Vázquez:
Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations. EMNLP/IJCNLP (3) 2019: 151-156 - [c78]Loïc Barrault, Ondrej 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, Marcos Zampieri:
Findings of the 2019 Conference on Machine Translation (WMT19). WMT (2) 2019: 1-61 - [c77]Casimiro Pio Carrino, Bardia Rafieian, Marta R. Costa-jussà, José A. R. Fonollosa:
Terminology-Aware Segmentation and Domain Feature for the WMT19 Biomedical Translation Task. WMT (3) 2019: 151-155 - [c76]Noe Casas, José A. R. Fonollosa, Carlos Escolano, Christine Basta, Marta R. Costa-jussà:
The TALP-UPC Machine Translation Systems for WMT19 News Translation Task: Pivoting Techniques for Low Resource MT. WMT (2) 2019: 155-162 - [c75]Magdalena Biesialska, Lluis Guardia, Marta R. Costa-jussà:
The TALP-UPC System for the WMT Similar Language Task: Statistical vs Neural Machine Translation. WMT (3) 2019: 185-191 - [e7]Marta R. Costa-jussà, Enrique Alfonseca:
Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28 - August 2, 2019, Volume 3: System Demonstrations. Association for Computational Linguistics 2019, ISBN 978-1-950737-49-9 [contents] - [i16]Joel Escudé Font, Marta R. Costa-jussà:
Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques. CoRR abs/1901.03116 (2019) - [i15]Christine Basta, Marta Ruiz Costa-jussà, Noe Casas:
Evaluating the Underlying Gender Bias in Contextualized Word Embeddings. CoRR abs/1904.08783 (2019) - [i14]José A. R. Fonollosa, Noe Casas, Marta R. Costa-jussà:
Joint Source-Target Self Attention with Locality Constraints. CoRR abs/1905.06596 (2019) - [i13]Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa:
Towards Interlingua Neural Machine Translation. CoRR abs/1905.06831 (2019) - [i12]Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa:
From Bilingual to Multilingual Neural Machine Translation by Incremental Training. CoRR abs/1907.00735 (2019) - [i11]Carlos Escolano, Marta R. Costa-jussà, Elora Lacroux, Pere-Pau Vázquez:
Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations. CoRR abs/1907.00810 (2019) - [i10]Magdalena Biesialska, Lluis Guardia, Marta R. Costa-jussà:
The TALP-UPC System for the WMT Similar Language Task: Statistical vs Neural Machine Translation. CoRR abs/1908.01192 (2019) - [i9]Marta R. Costa-jussà, Pau Li Lin, Cristina España-Bonet:
GeBioToolkit: Automatic Extraction of Gender-Balanced Multilingual Corpus of Wikipedia Biographies. CoRR abs/1912.04778 (2019) - [i8]Casimiro Pio Carrino, Marta R. Costa-jussà, José A. R. Fonollosa:
Automatic Spanish Translation of the SQuAD Dataset for Multilingual Question Answering. CoRR abs/1912.05200 (2019) - 2018
- [j45]Marta R. Costa-jussà, Álvaro Nuez, Carlos Segura:
Experimental Research on Encoder-Decoder Architectures with Attention for Chatbots. Computación y Sistemas 22(4) (2018) - [j44]Marta R. Costa-jussà:
From Feature To Paradigm: Deep Learning In Machine Translation. J. Artif. Intell. Res. 61: 947-974 (2018) - [c74]Marta R. Costa-jussà:
Panel discussion on Speech technologies: Industry and Academy. IberSPEECH 2018 - [c73]Laura Cross Vila, Carlos Escolano, José A. R. Fonollosa, Marta R. Costa-jussà:
End-to-End Speech Translation with the Transformer. IberSPEECH 2018: 60-63 - [c72]Noe Casas, José A. R. Fonollosa, Marta R. Costa-jussà:
A differentiable BLEU loss. Analysis and first results. ICLR (Workshop) 2018 - [c71]Marta R. Costa-jussà:
From Feature to Paradigm: Deep Learning in Machine Translation (Extended Abstract). IJCAI 2018: 5583-5587 - [c70]Carlos Segura, Àlex Palau, Jordi Luque, Marta R. Costa-jussà, Rafael E. Banchs:
Chatbol, a Chatbot for the Spanish "La Liga". IWSDS 2018: 319-330 - [c69]Marta R. Costa-jussà, Marcos Zampieri, Santanu Pal:
A Neural Approach to Language Variety Translation. VarDial@COLING 2018 2018: 275-282 - [c68]Noe Casas, Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa:
The TALP-UPC Machine Translation Systems for WMT18 News Shared Translation Task. WMT (shared task) 2018: 355-360 - [c67]Brian Tubay, Marta R. Costa-jussà:
Neural Machine Translation with the Transformer and Multi-Source Romance Languages for the Biomedical WMT 2018 task. WMT (shared task) 2018: 667-670 - [i7]Marta R. Costa-jussà, Noe Casas, Maite Melero:
English-Catalan Neural Machine Translation in the Biomedical Domain through the cascade approach. CoRR abs/1803.07139 (2018) - [i6]Marta R. Costa-jussà, Marcos Zampieri, Santanu Pal:
A Neural Approach to Language Variety Translation. CoRR abs/1807.00651 (2018) - [i5]Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa:
(Self-Attentive) Autoencoder-based Universal Language Representation for Machine Translation. CoRR abs/1810.06351 (2018) - 2017
- [j43]Miguel Betanzos, Marta R. Costa-jussà, Lluís Belanche:
Tradares: A Tool for the Automatic Evaluation of Human Translation Quality within a MOOC Environment. Appl. Artif. Intell. 31(3): 288-297 (2017) - [j42]Marta R. Costa-jussà, Alexandre Allauzen, Loïc Barrault, Kyunghyun Cho, Holger Schwenk:
Introduction to the special issue on deep learning approaches for machine translation. Comput. Speech Lang. 46: 367-373 (2017) - [j41]Marta R. Costa-jussà, David Aldón, José A. R. Fonollosa:
Chinese-Spanish neural machine translation enhanced with character and word bitmap fonts. Mach. Transl. 31(1-2): 35-47 (2017) - [j40]M. Bashir Kazimi, Marta R. Costa-jussà:
Coverage for Character Based Neural Machine Translation. Proces. del Leng. Natural 59: 99-106 (2017) - [j39]Carlos Escolano, Marta R. Costa-jussà:
Generación morfológica con algoritmos de aprendizaje profundo integrada en un sistema de traducción automática estadística. Proces. del Leng. Natural 59: 107-114 (2017) - [j38]Marta R. Costa-jussà, José A. R. Fonollosa:
DeepVoice: Tecnologías de Aprendizaje Profundo aplicadas al Procesado de Voz y Audio. Proces. del Leng. Natural 59: 117-120 (2017) - [c66]Marta R. Costa-jussà, Carlos Escolano, José A. R. Fonollosa:
Byte-based Neural Machine Translation. SWCN@EMNLP 2017: 154-158 - [c65]Lluís Belanche, Marta R. Costa-jussà:
Bridging deep and kernel methods. ESANN 2017 - [c64]Han Yang, Marta R. Costa-jussà, José A. R. Fonollosa:
Character-level Intra Attention Network for Natural Language Inference. RepEval@EMNLP 2017: 46-50 - [c63]Marta R. Costa-jussà:
Why Catalan-Spanish Neural Machine Translation? Analysis, comparison and combination with standard Rule and Phrase-based technologies. VarDial 2017: 55-62 - [c62]Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa:
The TALP-UPC Neural Machine Translation System for German/Finnish-English Using the Inverse Direction Model in Rescoring. WMT 2017: 283-287 - [i4]Han Yang, Marta R. Costa-jussà, José A. R. Fonollosa:
Character-level Intra Attention Network for Natural Language Inference. CoRR abs/1707.07469 (2017) - 2016
- [j37]Marta R. Costa-jussà, Srinivas Bangalore, Patrik Lambert, Lluís Màrquez, Elena Montiel-Ponsoda:
Introduction to the Special Issue on Cross-Language Algorithms and Applications. J. Artif. Intell. Res. 55: 1-15 (2016) - [j36]Maite Melero, Marta R. Costa-jussà, Patrik Lambert, Martí Quixal:
Selection of correction candidates for the normalization of Spanish user-generated content. Nat. Lang. Eng. 22(1): 135-161 (2016) - [j35]Marta R. Costa-jussà:
Integración de Paradigmas de Traducción Automática. Proces. del Leng. Natural 57: 135-138 (2016) - [j34]Parth Gupta, Marta R. Costa-jussà, Paolo Rosso, Rafael E. Banchs:
A deep source-context feature for lexical selection in statistical machine translation. Pattern Recognit. Lett. 75: 24-29 (2016) - [j33]Marta R. Costa-jussà, Jordi Centelles:
Description of the Chinese-to-Spanish Rule-Based Machine Translation System Developed Using a Hybrid Combination of Human Annotation and Statistical Techniques. ACM Trans. Asian Low Resour. Lang. Inf. Process. 15(1): 1:1-1:13 (2016) - [c61]Marta R. Costa-jussà, José A. R. Fonollosa:
Character-based Neural Machine Translation. ACL (2) 2016 - [c60]Marta R. Costa-jussà:
Moses-based official baseline for NEWS 2016. NEWS@ACM 2016: 88-90 - [c59]Marta R. Costa-jussà, José A. R. Fonollosa:
Combining Phrase and Neural-Based Machine Translation: What Worked and Did Not. CICLing (2) 2016: 17-26 - [c58]Marta R. Costa-jussà:
Integration of machine translation paradigms. EAMT (Projects/Products) 2016 - [c57]Marta R. Costa-jussà, Cristina España-Bonet, Pranava Swaroop Madhyastha, Carlos Escolano, José A. R. Fonollosa:
The TALP-UPC Spanish-English WMT Biomedical Task: Bilingual Embeddings and Char-based Neural Language Model Rescoring in a Phrase-based System. WMT 2016: 463-468 - [c56]Sergio Rodríguez Guasch, Marta R. Costa-jussà:
WMT 2016 Multimodal Translation System Description based on Bidirectional Recurrent Neural Networks with Double-Embeddings. WMT 2016: 655-659 - [e6]Patrik Lambert, Bogdan Babych, Kurt Eberle, Rafael E. Banchs, Reinhard Rapp, Marta R. Costa-jussà:
Proceedings of the Sixth Workshop on Hybrid Approaches to Translation, HyTra@COLING, Osaka, Japan, December 11, 2016. The COLING 2016 Organizing Committee 2016, ISBN 978-4-87974-713-6 [contents] - [i3]