Carlos Escolano

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 45

Top Topics

Machine Translation

Spoken Language

Parallel Corpora

Top Venues

Publications

Javier García Gilabert, Carlos Escolano, Aleix Sant Savall, Francesca de Luca Fornaciari, Audrey Mash, Xixian Liao, Maite Melero
Investigating the translation capabilities of Large Language Models trained on parallel data only. CoRR (2024)
Audrey Mash, Carlos Escolano, Aleix Sant, Maite Melero, Francesca de Luca Fornaciari
Unmasking Biases: Exploring Gender Bias in English-Catalan Machine Translation through Tokenization Analysis and Novel Dataset. LREC/COLING (2024)
Aleix Sant, Carlos Escolano, Audrey Mash, Francesca de Luca Fornaciari, Maite Melero
The power of Prompts: Evaluating and Mitigating Gender Bias in MT with LLMs. CoRR (2024)
Gerard Sant, Carlos Escolano
Analysis of Acoustic information in End-to-End Spoken Language Translation. INTERSPEECH (2023)
Casimiro Pio Carrino, Carlos Escolano, José A. R. Fonollosa
Promoting Generalized Cross-lingual Question Answering in Few-resource Scenarios via Self-knowledge Distillation. 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)
Javier García Gilabert, Carlos Escolano, Marta R. Costa-jussà
ReSeTOX: Re-learning attention weights for toxicity mitigation in machine translation. CoRR (2023)
Neil Torrero, Gerard Sant, Carlos Escolano
TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER. BioNLP@ACL (2023)
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 (2022)
Marta R. Costa-jussà, Eric Smith, Christophe Ropers, Daniel Licht, Javier Ferrando, Carlos Escolano
Toxicity in Multilingual Machine Translation at Scale. 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)
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)
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)
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)
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)
Carlos Escolano, Graciela Ojeda, Christine Basta, Marta R. Costa-jussà
Multi-Task Learning for Improving Gender Accuracy in Neural Machine Translation. ICON (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)
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)
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)
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)
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)
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)
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)
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)
Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa
From Bilingual to Multilingual Neural Machine Translation by Incremental Training. CoRR (2019)
Carlos Escolano, Marta R. Costa-jussà, Elora Lacroux, Pere-Pau Vázquez
Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations. CoRR (2019)
Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa
Towards Interlingua Neural Machine Translation. CoRR (2019)
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)
Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa
From Bilingual to Multilingual Neural Machine Translation by Incremental Training. ACL (2) (2019)
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)
Laura Cross Vila, Carlos Escolano, José A. R. Fonollosa, Marta R. Costa-jussà
End-to-End Speech Translation with the Transformer. IberSPEECH (2018)
Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa
(Self-Attentive) Autoencoder-based Universal Language Representation for Machine Translation. CoRR (2018)
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)
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 (2017)
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)
Marta R. Costa-jussà, Carlos Escolano, José A. R. Fonollosa
Byte-based Neural Machine Translation. SWCN@EMNLP (2017)
Gernot R. Müller-Putz, Patrick Ofner, Andreas Schwarz, Joana Pereira, Granit Luzhnica, Cecilia di Sciascio, Eduardo E. Veas, Sebastian Stein, John Williamson, Roderick Murray-Smith, Carlos Escolano, Luis Montesano, Bjoern Hessing, Matthias Schneiders, Rüdiger Rupp
Moregrasp: restoration of upper limb function in Individuals with High spinal cord injury by Multimodal Neuroprostheses for Interaction in Daily Activities. GBCIC (2017)
Marta R. Costa-jussà, Carlos Escolano
Morphology Generation for Statistical Machine Translation using Deep Learning Techniques. CoRR (2016)
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)
Carlos Escolano, M. Navarro-Gil, Javier García-Campayo, Javier Minguez
EEG-based upper-alpha neurofeedback for cognitive enhancement in major depressive disorder: A preliminary, uncontrolled study. EMBC (2013)
Carlos Escolano, Javier Mauricio Antelis, Javier Minguez
A Telepresence Mobile Robot Controlled With a Noninvasive Brain-Computer Interface. IEEE Trans. Syst. Man Cybern. Part B 42 (3) (2012)
Eduardo Lopez-Larraz, Carlos Escolano, Javier Minguez
Upper alpha neurofeedback training over the motor cortex increases SMR desynchronization in motor tasks. EMBC (2012)
Carlos Escolano, Bárbara Oliván, Yolanda López-del-Hoyo, Javier García-Campayo, Javier Minguez
Double-blind single-session neurofeedback training in upper-alpha for cognitive enhancement of healthy subjects. EMBC (2012)
Carlos Escolano, Monica Aguilar, Javier Minguez
EEG-based upper alpha neurofeedback training improves working memory performance. EMBC (2011)
Eduardo Lopez-Larraz, Iñaki Iturrate, Carlos Escolano, Isabel Garcia, Luis Montesano, Javier Minguez
Single-trial classification of feedback potentials within neurofeedback training with an EEG brain-computer interface. EMBC (2011)
Carlos Escolano, Javier Mauricio Antelis, Javier Minguez
Human brain-teleoperated robot between remote places. ICRA (2009)