Marta R. Costa-jussà

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 153

Top Venues

CoRR

WMT@EMNLP

WMT

Proces. del Leng. Natural

Publications

Xiaoqing Ellen Tan, Prangthip Hansanti, Carleigh Wood, Bokai Yu, Christophe Ropers, Marta R. Costa-jussà
Towards Massive Multilingual Holistic Bias. CoRR (2024)
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 (2024)
Belen Alastruey, Aleix Sant, Gerard I. Gállego, David Dale, Marta R. Costa-jussà
SpeechAlign: A Framework for Speech Translation Alignment Evaluation. LREC/COLING (2024)
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 (2024)
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)
Javier Ferrando, Gabriele Sarti, Arianna Bisazza, Marta R. Costa-jussà
A Primer on the Inner Workings of Transformer-based Language Models. CoRR (2024)
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 (2024)
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 (2024)
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)
Marta R. Costa-jussà, Pierre Andrews, Eric 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 (2023)
Javier Ferrando, Gerard I. Gállego, Ioannis Tsiamas, Marta R. Costa-jussà
Explaining How Transformers Use Context to Build Predictions. CoRR (2023)
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 (2023)
Marta R. Costa-jussà, Pierre Andrews, Eric 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)
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)
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 (2023)
Marta R. Costa-jussà, Eric Smith, Christophe Ropers, Daniel Licht, Jean Maillard, Javier Ferrando, Carlos Escolano
Toxicity in Multilingual Machine Translation at Scale. EMNLP (Findings) (2023)
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)
Javier García Gilabert, Carlos Escolano, Marta R. Costa-jussà
ReSeTOX: Re-learning attention weights for toxicity mitigation in machine translation. CoRR (2023)
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)
Seamless Communication, Loïc Barrault, Yu-An Chung, Mariano Cora 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 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 (2023)
Benjamin Muller, Belen Alastruey, Prangthip Hansanti, Elahe Kalbassi, Christophe Ropers, Eric 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)
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 (2023)
Belen Alastruey, Aleix Sant, Gerard I. Gállego, David Dale, Marta R. Costa-jussà
SpeechAlign: a Framework for Speech Translation Alignment Evaluation. CoRR (2023)
Loïc Barrault, Yu-An Chung, Mariano Cora 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 Peloquin, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Anna Sun, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang, Mary Williamson
Seamless: Multilingual Expressive and Streaming Speech Translation. CoRR (2023)
Javier Ferrando, Gerard I. Gállego, Ioannis Tsiamas, Marta R. Costa-jussà
Explaining How Transformers Use Context to Build Predictions. ACL (1) (2023)
Marta R. Costa-jussà, David Dale, Maha Elbayad, Bokai Yu
Added Toxicity Mitigation at Inference Time for Multimodal and Massively Multilingual Translation. CoRR (2023)
Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà
Efficient Speech Translation with Dynamic Latent Perceivers. ICASSP (2023)
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)
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 (2023)
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)
Eduardo Sánchez, Pierre Andrews, Pontus Stenetorp, Mikel Artetxe, Marta R. Costa-jussà
Gender-specific Machine Translation with Large Language Models. CoRR (2023)
Ioannis Tsiamas, José A. R. Fonollosa, Marta R. Costa-jussà
SegAugment: Maximizing the Utility of Speech Translation Data with Segmentation-based Augmentations. CoRR (2022)
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)
Marta R. Costa-jussà, Christine Basta, Gerard I. Gállego
Evaluating Gender Bias in Speech Translation. LREC (2022)
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 (2022)
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 (2022)
Marta R. Costa-jussà, Eric Smith, Christophe Ropers, Daniel Licht, Javier Ferrando, Carlos Escolano
Toxicity in Multilingual Machine Translation at Scale. CoRR (2022)
Gerard Sant, Gerard I. Gállego, Belen Alastruey, Marta R. Costa-jussà
Multiformer: A Head-Configurable Transformer-Based Model for Direct Speech Translation. CoRR (2022)
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)
Oriol Domingo, Marta R. Costa-jussà, Carlos Escolano
A multi-task semi-supervised framework for Text2Graph & Graph2Text. CoRR (2022)
Belen Alastruey, Javier Ferrando, Gerard I. Gállego, Marta R. Costa-jussà
On the Locality of Attention in Direct Speech Translation. ACL (student) (2022)
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 (2022)
Belen Alastruey, Javier Ferrando, Gerard I. Gállego, Marta R. Costa-jussà
On the Locality of Attention in Direct Speech Translation. CoRR (2022)
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)
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)
Javier Ferrando, Gerard I. Gállego, Marta R. Costa-jussà
Measuring the Mixing of Contextual Information in the Transformer. CoRR (2022)
Javier Ferrando, Gerard I. Gállego, Marta R. Costa-jussà
Measuring the Mixing of Contextual Information in the Transformer. EMNLP (2022)
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)
Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà
SHAS: Approaching optimal Segmentation for End-to-End Speech Translation. CoRR (2022)
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 (2022)
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)
Javier Ferrando, Marta R. Costa-jussà
Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions. CoRR (2021)
Belen Alastruey, Gerard I. Gállego, Marta R. Costa-jussà
Efficient Transformer for Direct Speech Translation. CoRR (2021)
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)
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 (2021)
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)
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)
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) (2021)
Christine Basta, Marta R. Costa-jussà
Impact of Gender Debiased Word Embeddings in Language Modeling. CoRR (2021)
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)
Carlos Escolano, Graciela Ojeda, Christine Basta, Marta R. Costa-jussà
Multi-Task Learning for Improving Gender Accuracy in Neural Machine Translation. ICON (2021)
Javier Ferrando, Marta R. Costa-jussà
Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions. EMNLP (Findings) (2021)
Jordi Armengol-Estapé, Marta R. Costa-jussà
Semantic and syntactic information for neural machine translation. Mach. Transl. 35 (1) (2021)
Gerard I. Gállego, Ioannis Tsiamas, Carlos Escolano, José A. R. Fonollosa, Marta R. Costa-jussà
UPC's Speech Translation System for IWSLT 2021. CoRR (2021)
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)
Noe Casas, José A. R. Fonollosa, Marta R. Costa-jussà
Sparsely Factored Neural Machine Translation. CoRR (2021)
Jordi Armengol-Estapé, Marta R. Costa-jussà, Carlos Escolano
Enriching the Transformer with Linguistic Factors for Low-Resource Machine Translation. RANLP (2021)
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)
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) (2021)
Marta R. Costa-jussà
Towards universal translation. Nat. Mach. Intell. 3 (5) (2021)
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) (2021)
Christine Basta, Marta R. Costa-jussà, Noe Casas
Extensive study on the underlying gender bias in contextualized word embeddings. Neural Comput. Appl. 33 (8) (2021)
Marta R. Costa-jussà, Christine Basta, Gerard I. Gállego
Evaluating Gender Bias in Speech Translation. CoRR (2020)
Magdalena Biesialska, Katarzyna Biesialska, Marta R. Costa-jussà
Continual Lifelong Learning in Natural Language Processing: A Survey. CoRR (2020)
Marta R. Costa-jussà, Pau Li Lin, Cristina España-Bonet
GeBioToolkit: Automatic Extraction of Gender-Balanced Multilingual Corpus of Wikipedia Biographies. LREC (2020)
Magdalena Biesialska, Bardia Rafieian, Marta R. Costa-jussà
Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources. CoRR (2020)
Magdalena Biesialska, Marta R. Costa-jussà
Refinement of Unsupervised Cross-Lingual Word Embeddings. CoRR (2020)
Noe Casas, José A. R. Fonollosa, Marta R. Costa-jussà
Syntax-driven Iterative Expansion Language Models for Controllable Text Generation. CoRR (2020)
Marta R. Costa-jussà
AMALEU: Una Representación Universal del Lenguaje basada en Aprendizaje Automático. Proces. del Leng. Natural 65 (2020)
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 (2020)
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)
Casimiro Pio Carrino, Marta R. Costa-jussà, José A. R. Fonollosa
Automatic Spanish Translation of SQuAD Dataset for Multi-lingual Question Answering. LREC (2020)
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 (2020)
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 (2020)
Noe Casas, Marta R. Costa-jussà, José A. R. Fonollosa
Combining Subword Representations into Word-level Representations in the Transformer Architecture. ACL (student) (2020)
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)
Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Mikel Artetxe
Training Multilingual Machine Translation by Alternately Freezing Language-Specific Encoders-Decoders. CoRR (2020)
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)
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)
Magdalena Biesialska, Bardia Rafieian, Marta R. Costa-jussà
Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources. ACL (student) (2020)
Magdalena Biesialska, Katarzyna Biesialska, Marta R. Costa-jussà
Continual Lifelong Learning in Natural Language Processing: A Survey. COLING (2020)
Magdalena Biesialska, Marta R. Costa-jussà
Refinement of Unsupervised Cross-Lingual Word Embeddings. ECAI (2020)
Pere Vergés Boncompte, Marta R. Costa-jussà
Multilingual Neural Machine Translation: Case-study for Catalan, Spanish and Portuguese Romance Languages. WMT@EMNLP (2020)
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) (2020)
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)
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 (2020)
Jordi Armengol-Estapé, Marta R. Costa-jussà, Carlos Escolano
Enriching the Transformer with Linguistic and Semantic Factors for Low-Resource Machine Translation. CoRR (2020)
Noe Casas, José A. R. Fonollosa, Marta R. Costa-jussà
Syntax-driven Iterative Expansion Language Models for Controllable Text Generation. SPNLP@EMNLP (2020)
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) (2019)
José A. R. Fonollosa, Noe Casas, Marta R. Costa-jussà
Joint Source-Target Self Attention with Locality Constraints. CoRR (2019)

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Marta R. Costa-jussà