Human brain-teleoperated robot between remote places. - Carlos Escolano; Javier Mauricio Antelis; Javier Minguez (ICRA, 2009)

EEG-based upper alpha neurofeedback training improves working memory performance. - Carlos Escolano; Monica Aguilar; Javier Minguez (EMBC, 2011)

Single-trial classification of feedback potentials within neurofeedback training with an EEG brain-computer interface. - Eduardo Lopez-Larraz; Iñaki Iturrate; Carlos Escolano; Isabel Garcia; Luis Montesano; Javier Minguez (EMBC, 2011)

Double-blind single-session neurofeedback training in upper-alpha for cognitive enhancement of healthy subjects. - Carlos Escolano; Bárbara Oliván; Yolanda López-del-Hoyo; Javier García-Campayo; Javier Minguez (EMBC, 2012)

Upper alpha neurofeedback training over the motor cortex increases SMR desynchronization in motor tasks. - Eduardo Lopez-Larraz; Carlos Escolano; Javier Minguez (EMBC, 2012)

A Telepresence Mobile Robot Controlled With a Noninvasive Brain-Computer Interface. - Carlos Escolano; Javier Mauricio Antelis; Javier Minguez (IEEE Trans. Syst. Man Cybern. Part B, 2012)

EEG-based upper-alpha neurofeedback for cognitive enhancement in major depressive disorder: A preliminary, uncontrolled study. - Carlos Escolano; M. Navarro-Gil; Javier García-Campayo; Javier Minguez (EMBC, 2013)

The TALP-UPC Spanish-English WMT Biomedical Task: Bilingual Embeddings and Char-based Neural Language Model Rescoring in a Phrase-based System. - Marta R. Costa-jussà; Cristina España-Bonet; Pranava Swaroop Madhyastha; Carlos Escolano; José A. R. Fonollosa (WMT, 2016)

Morphology Generation for Statistical Machine Translation using Deep Learning Techniques. - Marta R. Costa-jussà; Carlos Escolano (CoRR, 2016)

Byte-based Neural Machine Translation. - Marta R. Costa-jussà; Carlos Escolano; José A. R. Fonollosa (SWCN@EMNLP, 2017)

Moregrasp: restoration of upper limb function in Individuals with High spinal cord injury by Multimodal Neuroprostheses for Interaction in Daily Activities. - Gernot R. Müller-Putz; Patrick Ofner; Andreas Schwarz; Joana Pereira; Granit Luzhnica; Cecilia di Sciascio; Eduardo E. Veas; Sebastian Stein 003; John Williamson 001; Roderick Murray-Smith; Carlos Escolano; Luis Montesano; et al. (GBCIC, 2017)

The TALP-UPC Neural Machine Translation System for German/Finnish-English Using the Inverse Direction Model in Rescoring. - Carlos Escolano; Marta R. Costa-jussà; José A. R. Fonollosa (WMT, 2017)

Generación morfológica con algoritmos de aprendizaje profundo integrada en un sistema de traducción automática estadística. - Carlos Escolano; Marta R. Costa-jussà (Proces. del Leng. Natural, 2017)

End-to-End Speech Translation with the Transformer. - Laura Cross Vila; Carlos Escolano; José A. R. Fonollosa; Marta R. Costa-jussà (IberSPEECH, 2018)

The TALP-UPC Machine Translation Systems for WMT18 News Shared Translation Task. - Noe Casas; Carlos Escolano; Marta R. Costa-jussà; José A. R. Fonollosa (WMT (shared task), 2018)

(Self-Attentive) Autoencoder-based Universal Language Representation for Machine Translation. - Carlos Escolano; Marta R. Costa-jussà; José A. R. Fonollosa (CoRR, 2018)

From Bilingual to Multilingual Neural Machine Translation by Incremental Training. - Carlos Escolano; Marta R. Costa-jussà; José A. R. Fonollosa (ACL (2), 2019)

Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations. - Carlos Escolano; Marta R. Costa-jussà; Elora Lacroux; Pere-Pau Vázquez (EMNLP/IJCNLP (3), 2019)

The TALP-UPC Machine Translation Systems for WMT19 News Translation Task: Pivoting Techniques for Low Resource MT. - Noe Casas; José A. R. Fonollosa; Carlos Escolano; Christine Basta; Marta R. Costa-jussà (WMT (2), 2019)

Towards Interlingua Neural Machine Translation. - Carlos Escolano; Marta R. Costa-jussà; José A. R. Fonollosa (CoRR, 2019)

Chinese-Catalan: A Neural Machine Translation Approach Based on Pivoting and Attention Mechanisms. - Marta R. Costa-jussà; Noe Casas; Carlos Escolano; José A. R. Fonollosa (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019)

The TALP-UPC System Description for WMT20 News Translation Task: Multilingual Adaptation for Low Resource MT. - Carlos Escolano; Marta R. Costa-jussà; José A. R. Fonollosa (WMT@EMNLP, 2020)

Enriching the Transformer with Linguistic and Semantic Factors for Low-Resource Machine Translation. - Jordi Armengol-Estapé; Marta R. Costa-jussà; Carlos Escolano (CoRR, 2020)

Training Multilingual Machine Translation by Alternately Freezing Language-Specific Encoders-Decoders. - Carlos Escolano; Marta R. Costa-jussà; José A. R. Fonollosa; Mikel Artetxe (CoRR, 2020)

Gender Bias in Multilingual Neural Machine Translation: The Architecture Matters. - Marta R. Costa-jussà; Carlos Escolano; Christine Basta; Javier Ferrando; Roser Batlle; Ksenia Kharitonova (CoRR, 2020)

Enabling Zero-Shot Multilingual Spoken Language Translation with Language-Specific Encoders and Decoders. - Carlos Escolano; Marta R. Costa-jussà; José A. R. Fonollosa; Carlos Segura (ASRU, 2021)

Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders. - Carlos Escolano; Marta R. Costa-jussà; José A. R. Fonollosa; Mikel Artetxe (EACL, 2021)

Multi-Task Learning for Improving Gender Accuracy in Neural Machine Translation. - Carlos Escolano; Graciela Ojeda; Christine Basta; Marta R. Costa-jussà (ICON, 2021)

End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021. - Gerard I. Gállego; Ioannis Tsiamas; Carlos Escolano; José A. R. Fonollosa; Marta R. Costa-jussà (IWSLT, 2021)

Enriching the Transformer with Linguistic Factors for Low-Resource Machine Translation. - Jordi Armengol-Estapé; Marta R. Costa-jussà; Carlos Escolano (RANLP, 2021)

The TALP-UPC Participation in WMT21 News Translation Task: an mBART-based NMT Approach. - Carlos Escolano; Ioannis Tsiamas; Christine Basta; Javier Ferrando; Marta R. Costa-jussà; José A. R. Fonollosa (WMT@EMNLP, 2021)

UPC's Speech Translation System for IWSLT 2021. - Gerard I. Gállego; Ioannis Tsiamas; Carlos Escolano; José A. R. Fonollosa; Marta R. Costa-jussà (CoRR, 2021)

From bilingual to multilingual neural-based machine translation by incremental training. - Carlos Escolano; Marta R. Costa-jussà; José A. R. Fonollosa (J. Assoc. Inf. Sci. Technol., 2021)

Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters. - Marta R. Costa-jussà; Carlos Escolano; Christine Basta; Javier Ferrando; Roser Batlle; Ksenia Kharitonova (AAAI, 2022)

Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer. - Javier Ferrando; Gerard I. Gállego; Belen Alastruey; Carlos Escolano; Marta R. Costa-jussà (EMNLP, 2022)

Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022. - Ioannis Tsiamas; Gerard I. Gállego; Carlos Escolano; José A. R. Fonollosa; Marta R. Costa-jussà (IWSLT@ACL, 2022)

A multi-task semi-supervised framework for Text2Graph & Graph2Text. - Oriol Domingo; Marta R. Costa-jussà; Carlos Escolano (CoRR, 2022)

Toxicity in Multilingual Machine Translation at Scale. - Marta R. Costa-jussà; Eric Michael Smith; Christophe Ropers; Daniel Licht; Javier Ferrando; Carlos Escolano (CoRR, 2022)

Multilingual Machine Translation: Deep Analysis of Language-Specific Encoder-Decoders. - Carlos Escolano; Marta Ruiz Costa-jussà; José A. R. Fonollosa (J. Artif. Intell. Res., 2022)

Learning multilingual and multimodal representations with language-specific encoders and decoders for machine translation. - Carlos Escolano (2022)

TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER. - Neil Torrero; Gerard Sant; Carlos Escolano (BioNLP@ACL, 2023)

Toxicity in Multilingual Machine Translation at Scale. - Marta R. Costa-jussà; Eric Michael Smith; Christophe Ropers; Daniel Licht; Jean Maillard; Javier Ferrando; Carlos Escolano (EMNLP (Findings), 2023)

Analysis of Acoustic information in End-to-End Spoken Language Translation. - Gerard Sant; Carlos Escolano (INTERSPEECH, 2023)

Promoting Generalized Cross-lingual Question Answering in Few-resource Scenarios via Self-knowledge Distillation. - Casimiro Pio Carrino; Carlos Escolano; José A. R. Fonollosa (CoRR, 2023)

Unmasking Biases: Exploring Gender Bias in English-Catalan Machine Translation through Tokenization Analysis and Novel Dataset. - Audrey Mash; Carlos Escolano; Aleix Sant; Maite Melero; Francesca de Luca Fornaciari (LREC/COLING, 2024)

ReSeTOX: Re-learning attention weights for toxicity mitigation in machine translation. - Javier García Gilabert; Carlos Escolano; Marta R. Costa-jussà (EAMT (1), 2024)

Training and Fine-Tuning NMT Models for Low-Resource Languages Using Apertium-Based Synthetic Corpora. - Aleix Sant; Daniel Bardanca; José Ramom Pichel Campos; Francesca de Luca Fornaciari; Carlos Escolano; Javier García Gilabert; Pablo Gamallo 001; Audrey Mash; Xixian Liao; Maite Melero (WMT, 2024)

Investigating the translation capabilities of Large Language Models trained on parallel data only. - Javier García Gilabert; Carlos Escolano; Aleix Sant Savall; Francesca de Luca Fornaciari; Audrey Mash; Xixian Liao; Maite Melero (CoRR, 2024)

The power of Prompts: Evaluating and Mitigating Gender Bias in MT with LLMs. - Aleix Sant; Carlos Escolano; Audrey Mash; Francesca de Luca Fornaciari; Maite Melero (CoRR, 2024)

MT-LENS: An all-in-one Toolkit for Better Machine Translation Evaluation. - Javier García Gilabert; Carlos Escolano; Audrey Mash; Xixian Liao; Maite Melero (CoRR, 2024)

Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization. - Iñigo Pikabea; Iñaki Lacunza; Oriol Pareras; Carlos Escolano; Aitor Gonzalez-Agirre; Javier Hernando; Marta Villegas (CoRR, 2025)