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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
- 2024
[c133]Marta R. Costa-jussà, Mariano Coria Meglioli, Pierre Andrews, David Dale, Prangthip Hansanti, Elahe Kalbassi, Alexandre Mourachko, Christophe Ropers, Carleigh Wood:
MuTox: Universal MUltilingual Audio-based TOXicity Dataset and Zero-shot Detector. ACL (Findings) 2024: 5725-5734- [c132]Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà:
Pushing the Limits of Zero-shot End-to-End Speech Translation. ACL (Findings) 2024: 14245-14267 - [c131]Belen Alastruey, Aleix Sant, Gerard I. Gállego, David Dale, Marta R. Costa-jussà:
SpeechAlign: A Framework for Speech Translation Alignment Evaluation. LREC/COLING 2024: 15137-15146 - [c130]Javier García Gilabert, Carlos Escolano, Marta R. Costa-jussà:
ReSeTOX: Re-learning attention weights for toxicity mitigation in machine translation. EAMT (1) 2024: 37-58 - [c129]Marta R. Costa-jussà, David Dale, Maha Elbayad, Bokai Yu:
Added Toxicity Mitigation at Inference Time for Multimodal and Massively Multilingual Translation. EAMT (1) 2024: 360-372 - [c128]Javier Ferrando, Marta R. Costa-jussà:
On the Similarity of Circuits across Languages: a Case Study on the Subject-verb Agreement Task. EMNLP (Findings) 2024: 10115-10125 - [c127]Belen Alastruey, Gerard I. Gállego, Marta R. Costa-jussà:
Unveiling the Role of Pretraining in Direct Speech Translation. EMNLP 2024: 11259-11265 - [c126]David Dale, Marta R. Costa-jussà:
BLASER 2.0: a metric for evaluation and quality estimation of massively multilingual speech and text translation. EMNLP (Findings) 2024: 16075-16085 - [i64]Marta R. Costa-jussà, Mariano Coria Meglioli, Pierre Andrews, David Dale, Prangthip Hansanti, Elahe Kalbassi, Alexandre Mourachko, Christophe Ropers, Carleigh Wood:
MuTox: Universal MUltilingual Audio-based TOXicity Dataset and Zero-shot Detector. CoRR abs/2401.05060 (2024) - [i63]Christophe Ropers, David Dale, Prangthip Hansanti, Gabriel Mejia Gonzalez, Ivan Evtimov, Corinne Wong, Christophe Touret, Kristina Pereyra, Seohyun Sonia Kim, Cristian Canton-Ferrer, Pierre Andrews, Marta R. Costa-jussà:
Towards Red Teaming in Multimodal and Multilingual Translation. CoRR abs/2401.16247 (2024) - [i62]Tu Anh Nguyen, Benjamin Muller, Bokai Yu, Marta R. Costa-jussà, Maha Elbayad, Sravya Popuri, Paul-Ambroise Duquenne, Robin Algayres, Ruslan Mavlyutov, Itai Gat, Gabriel Synnaeve, Juan Pino, Benoît Sagot, Emmanuel Dupoux:
SpiRit-LM: Interleaved Spoken and Written Language Model. CoRR abs/2402.05755 (2024) - [i61]Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà:
Pushing the Limits of Zero-shot End-to-End Speech Translation. CoRR abs/2402.10422 (2024) - [i60]Javier Ferrando, Gabriele Sarti
, Arianna Bisazza, Marta R. Costa-jussà:
A Primer on the Inner Workings of Transformer-based Language Models. CoRR abs/2405.00208 (2024) - [i59]Xiaoqing Ellen Tan, Prangthip Hansanti, Carleigh Wood, Bokai Yu, Christophe Ropers, Marta R. Costa-jussà:
Towards Massive Multilingual Holistic Bias. CoRR abs/2407.00486 (2024) - [i58]Eduardo Sánchez, Belen Alastruey, Christophe Ropers, Pontus Stenetorp, Mikel Artetxe, Marta R. Costa-jussà:
Linguini: A benchmark for language-agnostic linguistic reasoning. CoRR abs/2409.12126 (2024) - [i57]Javier Ferrando, Marta R. Costa-jussà:
On the Similarity of Circuits across Languages: a Case Study on the Subject-verb Agreement Task. CoRR abs/2410.06496 (2024) - 2023
- [j57]Meysam Shamsi, Anthony Larcher, Loïc Barrault, Sylvain Meignier, Yevhenii Prokopalo, Marie Tahon, Ambuj Mehrish, Simon Petitrenaud, Olivier Galibert, Samuel Gaist, André Anjos, Sébastien Marcel, Marta R. Costa-jussà:
Towards lifelong human assisted speaker diarization. Comput. Speech Lang. 77: 101437 (2023) - [c125]David Dale, Elena Voita, Loïc Barrault, Marta R. Costa-jussà:
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better. ACL (1) 2023: 36-50 - [c124]Javier Ferrando, Gerard I. Gállego, Ioannis Tsiamas, Marta R. Costa-jussà:
Explaining How Transformers Use Context to Build Predictions. ACL (1) 2023: 5486-5513 - [c123]Mingda Chen, Paul-Ambroise Duquenne, Pierre Andrews, Justine Kao, Alexandre Mourachko, Holger Schwenk, Marta R. Costa-jussà:
BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric. ACL (1) 2023: 9064-9079 - [c122]David Dale, Elena Voita, Janice Lam, Prangthip Hansanti, Christophe Ropers, Elahe Kalbassi, Cynthia Gao, Loïc Barrault, Marta R. Costa-jussà:
HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation. EMNLP 2023: 638-653 - [c121]Ioannis Tsiamas, José A. R. Fonollosa, Marta R. Costa-jussà:
SegAugment: Maximizing the Utility of Speech Translation Data with Segmentation-based Augmentations. EMNLP (Findings) 2023: 8569-8588 - [c120]Marta R. Costa-jussà, Eric Michael Smith, Christophe Ropers, Daniel Licht, Jean Maillard, Javier Ferrando, Carlos Escolano:
Toxicity in Multilingual Machine Translation at Scale. EMNLP (Findings) 2023: 9570-9586 - [c119]Marta R. Costa-jussà, Pierre Andrews, Eric Michael Smith, Prangthip Hansanti, Christophe Ropers, Elahe Kalbassi, Cynthia Gao, Daniel Licht, Carleigh Wood:
Multilingual Holistic Bias: Extending Descriptors and Patterns to Unveil Demographic Biases in Languages at Scale. EMNLP 2023: 14141-14156 - [c118]Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà:
Efficient Speech Translation with Dynamic Latent Perceivers. ICASSP 2023: 1-5 - [c117]Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà:
Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23. IWSLT@ACL 2023: 397-410 - [c116]Benjamin Muller, Belen Alastruey, Prangthip Hansanti, Elahe Kalbassi, Christophe Ropers, Eric Michael Smith, Adina Williams, Luke Zettlemoyer, Pierre Andrews, Marta R. Costa-jussà:
The Gender-GAP Pipeline: A Gender-Aware Polyglot Pipeline for Gender Characterisation in 55 Languages. WMT 2023: 536-550 - [i56]David Dale, Elena Voita, Janice Lam, Prangthip Hansanti, Christophe Ropers, Elahe Kalbassi, Cynthia Gao, Loïc Barrault, Marta R. Costa-jussà:
HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation. CoRR abs/2305.11746 (2023) - [i55]Javier García Gilabert, Carlos Escolano, Marta R. Costa-jussà:
ReSeTOX: Re-learning attention weights for toxicity mitigation in machine translation. CoRR abs/2305.11761 (2023) - [i54]Javier Ferrando, Gerard I. Gállego, Ioannis Tsiamas, Marta R. Costa-jussà:
Explaining How Transformers Use Context to Build Predictions. CoRR abs/2305.12535 (2023) - [i53]Marta R. Costa-jussà, Pierre Andrews, Eric Michael Smith, Prangthip Hansanti, Christophe Ropers, Elahe Kalbassi, Cynthia Gao, Daniel Licht, Carleigh Wood:
Multilingual Holistic Bias: Extending Descriptors and Patterns to Unveil Demographic Biases in Languages at Scale. CoRR abs/2305.13198 (2023) - [i52]Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà:
Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23. CoRR abs/2306.01327 (2023) - [i51]Seamless Communication, Loïc Barrault, Yu-An Chung, Mariano Coria Meglioli, David Dale, Ning Dong, Paul-Ambroise Duquenne, Hady Elsahar, Hongyu Gong, Kevin Heffernan, John Hoffman, Christopher Klaiber, Pengwei Li, Daniel Licht, Jean Maillard, Alice Rakotoarison, Kaushik Ram Sadagopan, Guillaume Wenzek, Ethan Ye, Bapi Akula, Peng-Jen Chen, Naji El Hachem, Brian Ellis, Gabriel Mejia Gonzalez, Justin Haaheim, Prangthip Hansanti, Russ Howes, Bernie Huang, Min-Jae Hwang, Hirofumi Inaguma, Somya Jain, Elahe Kalbassi, Amanda Kallet, Ilia Kulikov, Janice Lam, Daniel Li, Xutai Ma, Ruslan Mavlyutov, Benjamin N. Peloquin, Mohamed Ramadan, Abinesh Ramakrishnan, Anna Y. Sun, Kevin Tran, Tuan Tran, Igor Tufanov, Vish Vogeti, Carleigh Wood, Yilin Yang, Bokai Yu, Pierre Andrews, Can Balioglu, Marta R. Costa-jussà, Onur Celebi, Maha Elbayad, Cynthia Gao, Francisco Guzmán, Justine Kao, Ann Lee, Alexandre Mourachko, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang:
SeamlessM4T-Massively Multilingual & Multimodal Machine Translation. CoRR abs/2308.11596 (2023) - [i50]Benjamin Muller, Belen Alastruey, Prangthip Hansanti, Elahe Kalbassi, Christophe Ropers, Eric Michael Smith, Adina Williams, Luke Zettlemoyer, Pierre Andrews, Marta R. Costa-jussà:
The Gender-GAP Pipeline: A Gender-Aware Polyglot Pipeline for Gender Characterisation in 55 Languages. CoRR abs/2308.16871 (2023) - [i49]Eduardo Sánchez, Pierre Andrews, Pontus Stenetorp, Mikel Artetxe, Marta R. Costa-jussà:
Gender-specific Machine Translation with Large Language Models. CoRR abs/2309.03175 (2023) - [i48]Belen Alastruey, Aleix Sant, Gerard I. Gállego, David Dale, Marta R. Costa-jussà:
SpeechAlign: a Framework for Speech Translation Alignment Evaluation. CoRR abs/2309.11585 (2023) - [i47]Marta R. Costa-jussà, David Dale, Maha Elbayad, Bokai Yu:
Added Toxicity Mitigation at Inference Time for Multimodal and Massively Multilingual Translation. CoRR abs/2311.06532 (2023) - [i46]Loïc Barrault, Yu-An Chung, Mariano Coria Meglioli, David Dale, Ning Dong, Mark Duppenthaler, Paul-Ambroise Duquenne, Brian Ellis, Hady Elsahar, Justin Haaheim, John Hoffman, Min-Jae Hwang, Hirofumi Inaguma, Christopher Klaiber, Ilia Kulikov, Pengwei Li, Daniel Licht, Jean Maillard, Ruslan Mavlyutov, Alice Rakotoarison, Kaushik Ram Sadagopan, Abinesh Ramakrishnan, Tuan Tran, Guillaume Wenzek, Yilin Yang, Ethan Ye, Ivan Evtimov, Pierre Fernandez, Cynthia Gao, Prangthip Hansanti, Elahe Kalbassi, Amanda Kallet, Artyom Kozhevnikov, Gabriel Mejia Gonzalez, Robin San Roman, Christophe Touret, Corinne Wong, Carleigh Wood, Bokai Yu, Pierre Andrews, Can Balioglu, Peng-Jen Chen, Marta R. Costa-jussà, Maha Elbayad, Hongyu Gong, Francisco Guzmán, Kevin Heffernan, Somya Jain, Justine Kao, Ann Lee, Xutai Ma, Alexandre Mourachko, Benjamin N. Peloquin, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Anna Y. Sun, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang, Mary Williamson:
Seamless: Multilingual Expressive and Streaming Speech Translation. CoRR abs/2312.05187 (2023) - 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) - [c115]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 - [c114]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 - [c113]Shailashree K. Sheshadri, Deepa Gupta, Marta Ruiz Costa-jussà:
Neural Machine Translation for Kashmiri to English and Hindi using Pre-trained Embeddings. OCIT 2022: 238-243 - [c112]Javier Ferrando, Gerard I. Gállego, Marta R. Costa-jussà:
Measuring the Mixing of Contextual Information in the Transformer. EMNLP 2022: 8698-8714 - [c111]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. EMNLP 2022: 8756-8769 - [c110]Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà:
SHAS: Approaching optimal Segmentation for End-to-End Speech Translation. INTERSPEECH 2022: 106-110 - [c109]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 - [c108]Marta R. Costa-jussà, Christine Basta, Gerard I. Gállego:
Evaluating Gender Bias in Speech Translation. LREC 2022: 2141-2147 - [c107]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 - [c106]Marta R. Costa-jussà, Christine Basta, Oriol Domingo, André Rubungo:
OccGen: Selection of Real-world Multilingual Parallel Data Balanced in Gender within Occupations. NeurIPS 2022 - [c105]David Ifeoluwa Adelani, Md Mahfuz Ibn Alam, Antonios Anastasopoulos, Akshita Bhagia, Marta R. Costa-jussà, Jesse Dodge, Fahim Faisal, Christian Federmann, Natalia Fedorova, Francisco Guzmán, Sergey Koshelev, Jean Maillard, Vukosi Marivate, Jonathan Mbuya, Alexandre Mourachko, Safiyyah Saleem, Holger Schwenk, Guillaume Wenzek:
Findings of the WMT'22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages. WMT 2022: 773-800 - [e13]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] - [e12]Elizabeth Salesky, Marcello Federico, Marta Ruiz Costa-jussà:
Proceedings of the 19th International Conference on Spoken Language Translation, IWSLT@ACL 2022, Dublin, Ireland (in-person and online), May 26-27, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-41-4 [contents] - [e11]Philipp Koehn, 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, Tom Kocmi, André Martins, Makoto Morishita, Christof Monz, Masaaki Nagata, Toshiaki Nakazawa, Matteo Negri, Aurélie Névéol, Mariana Neves, Martin Popel, Marco Turchi, Marcos Zampieri:
Proceedings of the Seventh Conference on Machine Translation, WMT 2022, Abu Dhabi, United Arab Emirates (Hybrid), December 7-8, 2022. Association for Computational Linguistics 2022, ISBN 978-1-959429-29-6 [contents] - [i45]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) - [i44]Oriol Domingo, Marta R. Costa-jussà, Carlos Escolano:
A multi-task semi-supervised framework for Text2Graph & Graph2Text. CoRR abs/2202.06041 (2022) - [i43]Javier Ferrando, Gerard I. Gállego, Marta R. Costa-jussà:
Measuring the Mixing of Contextual Information in the Transformer. CoRR abs/2203.04212 (2022) - [i42]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) - [i41]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) - [i40]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) - [i39]Marta R. Costa-jussà, James Cross, Onur Çelebi, Maha Elbayad, Kenneth Heafield, Kevin Heffernan, Elahe Kalbassi, Janice Lam, Daniel Licht, Jean Maillard, Anna Y. 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) - [i38]Marta R. Costa-jussà, Eric Michael Smith, Christophe Ropers, Daniel Licht, Javier Ferrando, Carlos Escolano:
Toxicity in Multilingual Machine Translation at Scale. CoRR abs/2210.03070 (2022) - [i37]Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta Ruiz Costa-jussà:
Efficient Speech Translation with Dynamic Latent Perceivers. CoRR abs/2210.16264 (2022) - [i36]Mingda Chen, Paul-Ambroise Duquenne, Pierre Andrews, Justine Kao, Alexandre Mourachko, Holger Schwenk, Marta R. Costa-jussà:
BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric. CoRR abs/2212.08486 (2022) - [i35]David Dale, Elena Voita, Loïc Barrault, Marta R. Costa-jussà:
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better. CoRR abs/2212.08597 (2022) - [i34]Ioannis Tsiamas, José A. R. Fonollosa, Marta R. Costa-jussà:
SegAugment: Maximizing the Utility of Speech Translation Data with Segmentation-based Augmentations. CoRR abs/2212.09699 (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) - [c104]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 - [c103]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 - [c102]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 - [c101]Carlos Escolano, Graciela Ojeda, Christine Basta, Marta R. Costa-jussà:
Multi-Task Learning for Improving Gender Accuracy in Neural Machine Translation. ICON 2021: 12-17 - [c100]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 - [c99]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 - [c98]Jordi Armengol-Estapé, Marta R. Costa-jussà, Carlos Escolano:
Enriching the Transformer with Linguistic Factors for Low-Resource Machine Translation. RANLP 2021: 73-78 - [c97]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 - [c96]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 - [c95]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) - [c94]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 - [c93]Magdalena Biesialska, Bardia Rafieian, Marta R. Costa-jussà:
Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources. ACL (student) 2020: 271-278 - [c92]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 - [c91]Magdalena Biesialska, Katarzyna Biesialska, Marta R. Costa-jussà:
Continual Lifelong Learning in Natural Language Processing: A Survey. COLING 2020: 6523-6541 - [c90]Magdalena Biesialska, Marta R. Costa-jussà:
Refinement of Unsupervised Cross-Lingual Word Embeddings. ECAI 2020: 1978-1981 - [c89]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 - [c88]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 - [c87]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 - [c86]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 - [c85]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 - [c84]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 - [c83]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 - [c82]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] - [d2]Marta R. Costa-jussà:
Catalan United Nations v1.0 test set. Zenodo, 2020
- [d1]Marta R. Costa-jussà:
WinoST: Evaluating Gender Bias in Speech Translation. Zenodo, 2020 - [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) - [c81]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 - [c80]Christine Basta, Marta R. Costa-jussà:
Impact of Gender Debiased Word Embeddings in Language Modeling. CICLing (1) 2019: 342-350 - [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]Marta R. Costa-jussà, José A. R. Fonollosa:
Character-based Neural Machine Translation. CoRR abs/1603.00810 (2016) - [i2]Marta R. Costa-jussà, Carlos Escolano:
Morphology Generation for Statistical Machine Translation using Deep Learning Techniques. CoRR abs/1610.02209 (2016) - 2015
- [j32]José A. R. Fonollosa, Marta R. Costa-jussà:
Editorial. Comput. Speech Lang. 32(1): 1-2 (2015) - [j31]Marta R. Costa-jussà, José A. R. Fonollosa:
Latest trends in hybrid machine translation and its applications. Comput. Speech Lang. 32(1): 3-10 (2015) - [j30]Marta Ruiz Costa-jussà:
Segmentation Strategies to Face Morphology Challenges in Brazilian-Portuguese/English Statistical Machine Translation and Its Integration in Cross-Language Information Retrieval. Computación y Sistemas 19(2) (2015) - [j29]Marta Ruiz Costa-jussà:
How much hybridization does machine translation Need? J. Assoc. Inf. Sci. Technol. 66(10): 2160-2165 (2015) - [j28]Marta R. Costa-jussà:
Domain adaptation strategies in statistical machine translation: a brief overview. Knowl. Eng. Rev. 30(5): 514-520 (2015) - [j27]Marta R. Costa-jussà, Mireia Farrús:
Towards human linguistic machine translation evaluation. Digit. Scholarsh. Humanit. 30(2): 157-166 (2015) - [j26]Marta Ruiz Costa-jussà:
Editorial. Polibits 51: 3-4 (2015) - [c55]Marta R. Costa-jussà:
Ongoing Study for Enhancing Chinese-Spanish Translation with Morphology Strategies. HyTra@ACL 2015: 56-60 - [e5]Bogdan Babych, Kurt Eberle, Patrik Lambert, Reinhard Rapp, Rafael E. Banchs, Marta R. Costa-jussà:
Proceedings of the Fourth Workshop on Hybrid Approaches to Translation, HyTra@ACL 2015, July 31, 2015, Beijing, China. The Association for Computer Linguistics 2015, ISBN 978-1-941643-67-9 [contents] - 2014
- [j25]Marta R. Costa-jussà, José A. R. Fonollosa, José B. Mariño, Marc Poch, Mireia Farrús:
A Large Spanish-Catalan Parallel Corpus Release for Machine Translation. Comput. Informatics 33(4): 907-920 (2014) - [j24]Marta R. Costa-jussà, Mireia Farrús:
Statistical machine translation enhancements through linguistic levels: A survey. ACM Comput. Surv. 46(3): 42:1-42:28 (2014) - [j23]Jordi Centelles, Marta R. Costa-jussà, Rafael E. Banchs, Alexander F. Gelbukh:
On-line and Off-line Chinese-Portuguese Translation Service for Mobile Applications. Computación y Sistemas 18(3) (2014) - [j22]Marta R. Costa-jussà, Jens Grivolla, Bart Mellebeek, Francesc Benavent, Joan Codina, Rafael E. Banchs:
Using annotations on Mechanical Turk to perform supervised polarity classification of Spanish customer comments. Inf. Sci. 275: 400-412 (2014) - [j21]Marta R. Costa-jussà, Rafael E. Banchs:
Is there Hope for Interlingua methods? A CLIR Comparison Experiment between Interlingua and Query Translation. Res. Comput. Sci. 74: 81-87 (2014) - [c54]Jordi Centelles, Marta Ruiz Costa-jussà, Rafael E. Banchs, Alexander F. Gelbukh:
An IR-Based Strategy for Supporting Chinese-Portuguese Translation Services in Off-line Mode. CICLing (2) 2014: 324-330 - [c53]Jordi Centelles, Marta R. Costa-jussà, Rafael E. Banchs:
CHISPA on the GO: A mobile Chinese-Spanish translation service for travellers in trouble. EACL 2014: 33-36 - [c52]Jordi Centelles, Marta R. Costa-jussà:
Chinese-to-Spanish rule-based machine translation system. HyTra@EACL 2014: 82-86 - [c51]Jordi Centelles, Marta R. Costa-jussà, Rafael E. Banchs:
A client mobile application for Chinese-Spanish statistical machine translation. INTERSPEECH 2014: 1492-1493 - [c50]Marta R. Costa-jussà, Lluís Formiga, Jordi Petit, José A. R. Fonollosa:
Detailed Description of the Development of a MOOC in the Topic of Statistical Machine Translation. MICAI (1) 2014: 92-98 - [c49]Marta R. Costa-jussà, Parth Gupta, Paolo Rosso, Rafael E. Banchs:
English-to-Hindi system description for WMT 2014: Deep Source-Context Features for Moses. WMT@ACL 2014: 79-83 - [e4]Rafael E. Banchs, Marta R. Costa-jussà, Reinhard Rapp, Patrik Lambert, Kurt Eberle, Bogdan Babych:
Proceedings of the 3rd Workshop on Hybrid Approaches to Machine Translation, HyTra@EACL 2014, April 27, 2014, Gothenburg, Sweden. The Association for Computer Linguistics 2014, ISBN 978-1-937284-89-3 [contents] - [i1]Marta R. Costa-jussà, Carlos A. Henríquez Q., Rafael E. Banchs:
Evaluating Indirect Strategies for Chinese-Spanish Statistical Machine Translation. CoRR abs/1402.0563 (2014) - 2013
- [j20]Rafael E. Banchs, Marta R. Costa-jussà:
Cross-Language Document Retrieval by using nonlinear Semantic Mapping. Appl. Artif. Intell. 27(9): 781-802 (2013) - [j19]Marta R. Costa-jussà, Rafael E. Banchs:
Automatic normalization of short texts by combining statistical and rule-based techniques. Lang. Resour. Evaluation 47(1): 179-193 (2013) - [c48]Marta R. Costa-jussà, Rafael E. Banchs, Reinhard Rapp, Patrik Lambert, Kurt Eberle, Bogdan Babych:
Workshop on Hybrid Approaches to Translation: Overview and Developments. HyTra@ACL 2013: 1-6 - [c47]Marta R. Costa-jussà, Carlos A. Henríquez Q., Rafael E. Banchs:
Evaluating Indirect Strategies for Chinese - Spanish Statistical Machine Translation: Extended Abstract. IJCAI 2013: 3142-3145 - [c46]Marta R. Costa-jussà, Chris Quirk:
Morphological, Syntactical and Semantic Knowledge in Statistical Machine Translation. HLT-NAACL 2013: 16-18 - [c45]Lluís Formiga, Marta R. Costa-jussà, José B. Mariño, José A. R. Fonollosa, Alberto Barrón-Cedeño, Lluís Màrquez i Villodre:
The TALP-UPC Phrase-Based Translation Systems for WMT13: System Combination with Morphology Generation, Domain Adaptation and Corpus Filtering. WMT@ACL 2013: 134-140 - [e3]Marta R. Costa-jussà, Reinhard Rapp, Patrik Lambert, Kurt Eberle, Rafael E. Banchs, Bogdan Babych:
Proceedings of the Second Workshop on Hybrid Approaches to Translation, HyTra@ACL 2013, August 8, 2013, Sofia, Bulgaria. The Association for Computer Linguistics 2013, ISBN 978-1-937284-63-3 [contents] - 2012
- [j18]Marta R. Costa-jussà, Mireia Farrús, José B. Mariño, José A. R. Fonollosa:
Study and Comparison of Rule-Based and Statistical Catalan-Spanish Machine Translation Systems. Comput. Informatics 31(2): 245-270 (2012) - [j17]Marta R. Costa-jussà, Carlos A. Henríquez Q., Rafael E. Banchs:
Evaluating Indirect Strategies for Chinese-Spanish Statistical Machine Translation. J. Artif. Intell. Res. 45: 761-780 (2012) - [j16]Mireia Farrús, Marta R. Costa-jussà, Maja Popovic:
Study and correlation analysis of linguistic, perceptual, and automatic machine translation evaluations. J. Assoc. Inf. Sci. Technol. 63(1): 174-184 (2012) - [j15]Marta R. Costa-jussà:
An overview of the phrase-based statistical machine translation techniques. Knowl. Eng. Rev. 27(4): 413-431 (2012) - [c44]Christian Federmann, Tsuyoshi Okita, Maite Melero, Marta R. Costa-jussà, Toni Badia, Josef van Genabith:
Results from the ML4HMT-12 Shared Task on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid Machine Translation. AML@COLING 2012: 85-90 - [c43]Jordi Adell, Antonio Bonafonte, Antonio Cardenal López, Marta R. Costa-jussà, José A. R. Fonollosa, Asunción Moreno, Eva Navas, Eduardo Rodríguez Banga:
BUCEADOR, a multi-language search engine for digital libraries. LREC 2012: 1705-1709 - [c42]Eleftherios Avramidis, Marta R. Costa-jussà, Christian Federmann, Josef van Genabith, Maite Melero, Pavel Pecina:
A Richly Annotated, Multilingual Parallel Corpus for Hybrid Machine Translation. LREC 2012: 2189-2193 - [c41]Christian Federmann, Eleftherios Avramidis, Marta R. Costa-jussà, Josef van Genabith, Maite Melero, Pavel Pecina:
The ML4HMT Workshop on Optimising the Division of Labour in Hybrid Machine Translation. LREC 2012: 3430-3435 - [c40]Maite Melero, Marta R. Costa-jussà, Judith Domingo, Montse Marquina, Martí Quixal:
Holaaa!! writin like u talk is kewl but kinda hard 4 NLP. LREC 2012: 3794-3800 - [c39]Marta R. Costa-jussà, Christian Paz-Trillo, Renata Wassermann:
Initial Approaches on Cross-Lingual Information Retrieval Using SMT on User-Queries. ONTOBRAS-MOST 2012: 25-35 - [e2]Josef van Genabith, Toni Badia, Christian Federmann, Maite Melero, Marta R. Costa-jussà, Tsuyoshi Okita:
Proceedings of the Second Workshop on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT@COLING 2012, Mumbai, India, December 25, 2012. The COLING 2012 Organizing Committee 2012 [contents] - [e1]Marta R. Costa-jussà, Patrik Lambert, Rafael E. Banchs, Reinhard Rapp, Bogdan Babych:
Proceedings of the Joint Workshop on Exploiting Synergies between Information Retrieval and Machine Translation (ESIRMT) and Hybrid Approaches to Machine Translation HyTra@EACL 2012, Avignon, France, April 23-27, 2012. Association for Computational Linguistics 2012, ISBN 978-1-937284-19-0 [contents] - 2011
- [j14]Marta R. Costa-jussà, Rafael E. Banchs:
A vector-space dynamic feature for phrase-based statistical machine translation. J. Intell. Inf. Syst. 37(2): 139-154 (2011) - [j13]Marta R. Costa-jussà, José A. R. Fonollosa, Enric Monte:
Recursive alignment block classification technique for word reordering in statistical machine translation. Lang. Resour. Evaluation 45(2): 165-179 (2011) - [j12]Mireia Farrús, Marta R. Costa-jussà, José B. Mariño, Marc Poch, Adolfo Hernandez, Carlos A. Henríquez Q., José A. R. Fonollosa:
Overcoming statistical machine translation limitations: error analysis and proposed solutions for the Catalan-Spanish language pair. Lang. Resour. Evaluation 45(2): 181-208 (2011) - [j11]Marta R. Costa-jussà, Carlos A. Henríquez Q., Rafael E. Banchs, José B. Mariño:
Evaluación de estrategias para la traducción automática estadística de chino a castellano con el inglés como lengua pivote. Proces. del Leng. Natural 47: 119-126 (2011) - [c38]Marta R. Costa-jussà, Carlos A. Henríquez Q., Rafael E. Banchs:
Enhancing scarce-resource language translation through pivot combinations. IJCNLP 2011: 1361-1365 - [c37]Rafael E. Banchs, Marta R. Costa-jussà:
A Semantic Feature for Statistical Machine Translation. SSST@ACL 2011: 126-134 - [c36]Marta R. Costa-jussà, Rafael E. Banchs:
The BM-I2R Haitian-Créole-to-English translation system description for the WMT 2011 evaluation campaign. WMT@EMNLP 2011: 452-456 - 2010
- [j10]Marta R. Costa-jussà, Vidas Daudaravicius, Rafael E. Banchs:
Using collocation segmentation to extract translation units in a phrase-based statistical machine translation system. Proces. del Leng. Natural 45: 215-220 (2010) - [c35]Marta R. Costa-jussà, Rafael E. Banchs, Jens Grivolla, Joan Codina:
Plagiarism Detection Using Information Retrieval and Similarity Measures Based on Image Processing Techniques - Lab Report for PAN at CLEF 2010. CLEF (Notebook Papers/LABs/Workshops) 2010 - [c34]Marta R. Costa-jussà, Vidas Daudaravicius, Rafael E. Banchs:
Integration of statistical collocation segmentations in a phrase-based statistical machine translation system. EAMT 2010 - [c33]Mireia Farrús, Marta R. Costa-jussà, José B. Mariño, José A. R. Fonollosa:
Linguistic-based Evaluation Criteria to identify Statistical Machine Translation Errors. EAMT 2010 - [c32]Rejwanul Haque, Sudip Kumar Naskar, Andy Way, Marta R. Costa-jussà, Rafael E. Banchs:
Sentence Similarity-Based Source Context Modelling in PBSMT. IALP 2010: 257-260 - [c31]Marta R. Costa-jussà, Rafael E. Banchs, Joan Codina:
Where are you From? - Tell Me HOW you Write and I Will Tell you WHO you are. ICAART (1) 2010: 406-410 - [c30]Carlos A. Henríquez Q., Marta R. Costa-jussà, Vidas Daudaravicius, Rafael E. Banchs, José B. Mariño:
UPC-BMIC-VDU system description for the IWSLT 2010: testing several collocation segmentations in a phrase-based SMT system. IWSLT 2010: 189-195 - [c29]Marta R. Costa-jussà, José A. R. Fonollosa:
Using Linear Interpolation and Weighted Reordering Hypotheses in the Moses System. LREC 2010 - [c28]Marta R. Costa-jussà, Mireia Farrús, José B. Mariño, José A. R. Fonollosa:
Automatic and Human Evaluation Study of a Rule-based and a Statistical Catalan-Spanish Machine Translation Systems. LREC 2010 - [c27]Bart Mellebeek, Francesc Benavent, Jens Grivolla, Joan Codina, Marta R. Costa-jussà, Rafael E. Banchs:
Opinion Mining of Spanish Customer Comments with Non-Expert Annotations on Mechanical Turk. Mturk@HLT-NAACL 2010: 114-121 - [c26]Rafael E. Banchs, Marta R. Costa-jussà:
A Non-linear Semantic Mapping Technique for Cross-Language Sentence Matching. IceTAL 2010: 57-66 - [c25]Carlos A. Henríquez Q., Marta Ruiz Costa-jussà, Vidas Daudaravicius, Rafael E. Banchs, José B. Mariño:
Using Collocation Segmentation to Augment the Phrase Table. WMT@ACL 2010: 98-102
2000 – 2009
- 2009
- [j9]Marta R. Costa-jussà, José A. R. Fonollosa:
Phrase and Ngram-Based Statistical Machine Translation System Combination. Appl. Artif. Intell. 23(7): 694-711 (2009) - [j8]Marta R. Costa-jussà, José A. R. Fonollosa:
An Ngram-based reordering model. Comput. Speech Lang. 23(3): 362-375 (2009) - [j7]Marta R. Costa-jussà, José A. R. Fonollosa:
State-of-the-Art Word Reordering Approaches in Statistical Machine Translation: A Survey. IEICE Trans. Inf. Syst. 92-D(11): 2179-2185 (2009) - [j6]Rafael E. Banchs, Marta R. Costa-jussà:
Extracción crosslingüe de documentos usando mapas semánticos no-lineales. Proces. del Leng. Natural 43: 169-176 (2009) - [c24]Mireia Farrús, Marta R. Costa-jussà, Marc Poch, Adolfo Hernandez, José B. Mariño:
Improving a Catalan-Spanish Statistical Translation System using Morphosyntactic Knowledge. EAMT 2009 - [c23]Marta R. Costa-jussà, Rafael E. Banchs:
Barcelona media SMT system description for the IWSLT 2009: introducing source context information. IWSLT 2009: 24-28 - [c22]Marta R. Costa-jussà, Rafael E. Banchs:
Barcelona Media SMT system description for the IWSLT 2009. IWSLT (Evaluation Campaign) 2009 - [c21]José A. R. Fonollosa, Maxim Khalilov, Marta R. Costa-jussà, José B. Mariño, Carlos A. Henríquez Q., Adolfo Hernandez, Rafael E. Banchs:
The TALP-UPC Phrase-Based Translation System for EACL-WMT 2009. WMT@EACL 2009: 85-89 - 2008
- [j5]Marta R. Costa-jussà, José A. R. Fonollosa:
Generación de múltiples hipótesis ponderadas de reordenamiento para un sistema de traducción automática estadística. Proces. del Leng. Natural 41 (2008) - [j4]Henrik Schulz, Marta R. Costa-jussà, José A. R. Fonollosa:
TECNOPARLA - Speech technologies for Catalan and its application to Speech-to-speech Translation. Proces. del Leng. Natural 41 (2008) - [c20]Marta R. Costa-jussà, José A. R. Fonollosa:
Computing multiple weighted reordering hypotheses for a phrase-based statistical machine translation system. AMTA 2008: 82-88 - [c19]Maxim Khalilov, Marta R. Costa-jussà, Carlos A. Henríquez Q., José A. R. Fonollosa, Adolfo Hernandez, José B. Mariño, Rafael E. Banchs, Boxing Chen, Min Zhang, AiTi Aw, Haizhou Li:
The TALP&I2r SMT systems for IWSLT 2008. IWSLT 2008: 116-123 - [c18]Marta R. Costa-jussà, José A. R. Fonollosa, Enric Monte:
Using Reordering in Statistical Machine Translation based on Alignment Block Classification. LREC 2008 - [c17]Maxim Khalilov, Adolfo Hernandez, Marta R. Costa-jussà, Josep Maria Crego, Carlos A. Henríquez Q., Patrik Lambert, José A. R. Fonollosa, José B. Mariño, Rafael E. Banchs:
The TALP-UPC Ngram-Based Statistical Machine Translation System for ACL-WMT 2008. WMT@ACL 2008: 127-130 - 2007
- [c16]Holger Schwenk, Marta R. Costa-jussà, José A. R. Fonollosa:
Smooth Bilingual N-Gram Translation. EMNLP-CoNLL 2007: 430-438 - [c15]Patrik Lambert, Marta R. Costa-jussà, Josep Maria Crego, Maxim Khalilov, José B. Mariño, Rafael E. Banchs, José A. R. Fonollosa, Holger Schwenk:
The TALP n-gram-based SMT system for IWSLT 2007. IWSLT 2007: 169-175 - [c14]Marta R. Costa-jussà, Josep Maria Crego, David Vilar, José A. R. Fonollosa, José B. Mariño, Hermann Ney:
Analysis and System Combination of Phrase- and N-Gram-Based Statistical Machine Translation Systems. HLT-NAACL (Short Papers) 2007: 137-140 - [c13]Marta R. Costa-jussà, Josep Maria Crego, Patrik Lambert, Maxim Khalilov, José A. R. Fonollosa, José B. Mariño, Rafael E. Banchs:
Ngram-Based Statistical Machine Translation Enhanced with Multiple Weighted Reordering Hypotheses. WMT@ACL 2007: 167-170 - [c12]Marta R. Costa-jussà, José A. R. Fonollosa:
Analysis of Statistical and Morphological Classes to Generate Weigthed Reordering Hypotheses on a Statistical Machine Translation System. WMT@ACL 2007: 171-176 - 2006
- [j3]José B. Mariño, Rafael E. Banchs, Josep Maria Crego, Adrià de Gispert, Patrik Lambert, José A. R. Fonollosa, Marta R. Costa-jussà:
N-gram-based Machine Translation. Comput. Linguistics 32(4): 527-549 (2006) - [j2]Marta R. Costa-jussà, José A. R. Fonollosa:
Sistema Estadístico de Reordenamiento de Palabras en Traducción Automática. Proces. del Leng. Natural 37 (2006) - [c11]Marta R. Costa-jussà, José A. R. Fonollosa:
Statistical Machine Reordering. EMNLP 2006: 70-76 - [c10]Josep Maria Crego, Adrià de Gispert, Patrik Lambert, Maxim Khalilov, Marta R. Costa-jussà, José B. Mariño, Rafael E. Banchs, José A. R. Fonollosa:
The TALP n-gram-based SMT system for IWSLT 2006. IWSLT 2006: 116-122 - [c9]Marta R. Costa-jussà, Josep Maria Crego, Adrià de Gispert, Patrik Lambert, Maxim Khalilov, José A. R. Fonollosa, José B. Mariño, Rafael E. Banchs:
TALP phrase-based system and TALP system combination for IWSLT 2006. IWSLT 2006: 123-129 - [c8]Holger Schwenk, Marta R. Costa-jussà, José A. R. Fonollosa:
Continuous space language models for the IWSLT 2006 task. IWSLT 2006: 166-173 - [c7]Patrik Lambert, Jesús Giménez, Marta R. Costa-jussà, Enrique Amigó, Rafael E. Banchs, Lluís Màrquez, José A. Rodriguez-Fonollosa:
Machine Translation System Development Based on Human Likeness. SLT 2006: 246-249 - [c6]Marta R. Costa-jussà, Josep Maria Crego, Adrià de Gispert, Patrik Lambert, Maxim Khalilov, José B. Mariño, José A. R. Fonollosa, Rafael E. Banchs:
TALP Phrase-based statistical translation system for European language pairs. WMT@HLT-NAACL 2006: 142-145 - [c5]Josep Maria Crego, Adrià de Gispert, Patrik Lambert, Marta R. Costa-jussà, Maxim Khalilov, Rafael E. Banchs, José B. Mariño, José A. R. Fonollosa:
N-gram-based SMT System Enhanced with Reordering Patterns. WMT@HLT-NAACL 2006: 162-165 - 2005
- [j1]Marta R. Costa-jussà, José A. R. Fonollosa:
Técnicas mejoradas para la traducción basada en frases. Proces. del Leng. Natural 35 (2005) - [c4]Marta Ruiz Costa-jussà, José A. R. Fonollosa:
Improving Phrase-Based Statistical Translation by Modifying Phrase Extraction and Including Several Features. ParallelText@ACL 2005: 149-154 - [c3]Josep Maria Crego, Marta R. Costa-jussà, José B. Mariño, José A. R. Fonollosa:
N-gram-based versus phrase-based statistical machine translation. IWSLT 2005: 167-174 - [c2]Marta R. Costa-jussà, José A. R. Fonollosa:
Tuning a phrase-based statistical translation system for the IWSLT 2005 Chinese to English and Arabic to English tasks. IWSLT 2005: 175-180 - [c1]José B. Mariño, Rafael E. Banchs, Josep Maria Crego, Adrià de Gispert, Patrik Lambert, José A. R. Fonollosa, Marta R. Costa-jussà:
Bilingual N-gram Statistical Machine Translation. MTSummit 2005: 275-282
Coauthor Index
José A. R. Fonollosa
aka: José A. Rodriguez-Fonollosa
aka: José A. Rodriguez-Fonollosa
[c132] [i61] [c121] [c118] [c117] [i52] [j56] [c110] [c109] [i45] [i37] [i34] [j55] [j50] [c104] [c103] [c100] [c96] [i33] [i30] [c94] [c92] [c87] [c84] [i26] [i25] [i21] [i19] [j46] [c81] [c77] [c76] [i14] [i13] [i12] [i8] [c73] [c72] [c68] [i5] [j41] [j38] [c66] [c64] [c62] [i4] [c61] [c59] [c57] [i3] [j32] [j31] [j25] [c50] [c45] [j18] [c43] [j13] [j12] [c33] [c29] [c28] [j9] [j8] [j7] [c21] [j5] [j4] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [j3] [j2] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [j1] [c4] [c3] [c2] [c1]
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