Carlos Escolano

67 papers A* 3A 2C 1Misc 1Journal 32Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	JobResQA: A Benchmark for LLM Machine Reading Comprehension on Multilingual Résumés and JDs. CoRR Casimiro Pio Carrino, Paula Estrella, Rabih Zbib, Carlos Escolano, José A. R. Fonollosa
2026	J	`jnl`	Optimizing Multilingual LLMs via Federated Learning: A Study of Client Language Composition. CoRR Aleix Sant, Jordi Luque, Carlos Escolano
2025	—	`conf`	Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization. IJCNLP-AACL (Findings) Iñigo Pikabea, Iñaki Lacunza, Oriol Pareras Velasco, Carlos Escolano, Aitor Gonzalez-Agirre, Javier Hernando, Marta Villegas
2025	J	`jnl`	Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization. CoRR Iñigo Pikabea, Iñaki Lacunza, Oriol Pareras, Carlos Escolano, Aitor Gonzalez-Agirre, Javier Hernando, Marta Villegas
2025	J	`jnl`	From SALAMANDRA to SALAMANDRATA: BSC Submission for WMT25 General Machine Translation Shared Task. CoRR Javier García Gilabert, Xixian Liao, Severino Da Dalt, Ella Bohman, Audrey Mash, Francesca de Luca Fornaciari, Irene Baucells, Joan Llop, Miguel Claramunt Argote, Carlos Escolano, Maite Melero
2025	J	`jnl`	Hearing to Translate: The Effectiveness of Speech Modality Integration into LLMs. CoRR Sara Papi, Javier García Gilabert, Zachary William Hopton, Vilém Zouhar, Carlos Escolano, Gerard I. Gállego, Jorge Iranzo-Sánchez, Ahrii Kim, Dominik Machácek, Patrícia Schmidtová, Maike Züfle
2025	—	`conf`	MT-LENS: An all-in-one Toolkit for Better Machine Translation Evaluation. NAACL (System Demonstrations) Javier García Gilabert, Carlos Escolano, Audrey Mash, Xixian Liao, Maite Melero
2025	J	`jnl`	MultimodalHugs: Enabling Sign Language Processing in Hugging Face. CoRR Gerard Sant, Zifan Jiang, Carlos Escolano, Amit Moryossef, Mathias Müller, Rico Sennrich, Sarah Ebling
2025	—	`conf`	Overview of MultiClinSum Task at BioASQ 2025: Evaluation of Clinical Case Summarization Strategies for Multiple Languages: Data, Evaluation, Resources and Results. CLEF (Working Notes) Miguel Rodríguez-Ortega, Eduard Rodriguez-López, Salvador Lima-López, Carlos Escolano, Audrey Mash, Maite Melero, Lorenzo Pratesi, Laura Vigil-Gimenez, Leticia Fernandez-Lopez, Eulàlia Farré-Maduell, Martin Krallinger
2025	J	`jnl`	Promoting Generalized Cross-lingual Question Answering in Few-resource Scenarios via Self-knowledge Distillation. Proces. del Leng. Natural Casimiro Pio Carrino, Carlos Escolano, Luis Gascó, José A. R. Fonollosa
2024	J	`jnl`	Investigating the translation capabilities of Large Language Models trained on parallel data only. CoRR Javier García Gilabert, Carlos Escolano, Aleix Sant Savall, Francesca de Luca Fornaciari, Audrey Mash, Xixian Liao, Maite Melero
2024	J	`jnl`	MT-LENS: An all-in-one Toolkit for Better Machine Translation Evaluation. CoRR Javier García Gilabert, Carlos Escolano, Audrey Mash, Xixian Liao, Maite Melero
2024	—	`conf`	ReSeTOX: Re-learning attention weights for toxicity mitigation in machine translation. EAMT (1) Javier García Gilabert, Carlos Escolano, Marta R. Costa-jussà
2024	J	`jnl`	The power of Prompts: Evaluating and Mitigating Gender Bias in MT with LLMs. CoRR Aleix Sant, Carlos Escolano, Audrey Mash, Francesca de Luca Fornaciari, Maite Melero
2024	—	`conf`	Training and Fine-Tuning NMT Models for Low-Resource Languages Using Apertium-Based Synthetic Corpora. WMT Aleix Sant, Daniel Bardanca, José Ramom Pichel Campos, Francesca de Luca Fornaciari, Carlos Escolano, Javier García Gilabert, Pablo Gamallo, Audrey Mash, Xixian Liao, Maite Melero
2024	—	`conf`	Unmasking Biases: Exploring Gender Bias in English-Catalan Machine Translation through Tokenization Analysis and Novel Dataset. LREC/COLING Audrey Mash, Carlos Escolano, Aleix Sant, Maite Melero, Francesca de Luca Fornaciari
2023	A	`conf`	Analysis of Acoustic information in End-to-End Spoken Language Translation. INTERSPEECH Gerard Sant, Carlos Escolano
2023	J	`jnl`	Promoting Generalized Cross-lingual Question Answering in Few-resource Scenarios via Self-knowledge Distillation. CoRR Casimiro Pio Carrino, Carlos Escolano, José A. R. Fonollosa
2023	J	`jnl`	ReSeTOX: Re-learning attention weights for toxicity mitigation in machine translation. CoRR Javier García Gilabert, Carlos Escolano, Marta R. Costa-jussà
2023	—	`conf`	TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER. BioNLP@ACL Neil Torrero, Gerard Sant, Carlos Escolano
2023	—	`conf`	Toxicity in Multilingual Machine Translation at Scale. EMNLP (Findings) Marta R. Costa-jussà, Eric Michael Smith, Christophe Ropers, Daniel Licht, Jean Maillard, Javier Ferrando, Carlos Escolano
2022	J	`jnl`	A multi-task semi-supervised framework for Text2Graph & Graph2Text. CoRR Oriol Domingo, Marta R. Costa-jussà, Carlos Escolano
2022	A*	`conf`	Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters. AAAI Marta R. Costa-jussà, Carlos Escolano, Christine Basta, Javier Ferrando, Roser Batlle, Ksenia Kharitonova
2022	—	`—`	Learning multilingual and multimodal representations with language-specific encoders and decoders for machine translation. Carlos Escolano
2022	J	`jnl`	Multilingual Machine Translation: Deep Analysis of Language-Specific Encoder-Decoders. J. Artif. Intell. Res. Carlos Escolano, Marta Ruiz Costa-jussà, José A. R. Fonollosa
2022	—	`conf`	Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022. IWSLT@ACL Ioannis Tsiamas, Gerard I. Gállego, Carlos Escolano, José A. R. Fonollosa, Marta R. Costa-jussà
2022	A*	`conf`	Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer. EMNLP Javier Ferrando, Gerard I. Gállego, Belen Alastruey, Carlos Escolano, Marta R. Costa-jussà
2022	J	`jnl`	Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer. CoRR Javier Ferrando, Gerard I. Gállego, Belen Alastruey, Carlos Escolano, Marta R. Costa-jussà
2022	J	`jnl`	Toxicity in Multilingual Machine Translation at Scale. CoRR Marta R. Costa-jussà, Eric Michael Smith, Christophe Ropers, Daniel Licht, Javier Ferrando, Carlos Escolano
2021	C	`conf`	Enabling Zero-Shot Multilingual Spoken Language Translation with Language-Specific Encoders and Decoders. ASRU Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Carlos Segura
2021	—	`conf`	End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021. IWSLT Gerard I. Gállego, Ioannis Tsiamas, Carlos Escolano, José A. R. Fonollosa, Marta R. Costa-jussà
2021	Misc	`conf`	Enriching the Transformer with Linguistic Factors for Low-Resource Machine Translation. RANLP Jordi Armengol-Estapé, Marta R. Costa-jussà, Carlos Escolano
2021	J	`jnl`	From bilingual to multilingual neural-based machine translation by incremental training. J. Assoc. Inf. Sci. Technol. Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa
2021	—	`conf`	Multi-Task Learning for Improving Gender Accuracy in Neural Machine Translation. ICON Carlos Escolano, Graciela Ojeda, Christine Basta, Marta R. Costa-jussà
2021	A	`conf`	Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders. EACL Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Mikel Artetxe
2021	—	`conf`	The TALP-UPC Participation in WMT21 News Translation Task: an mBART-based NMT Approach. WMT@EMNLP Carlos Escolano, Ioannis Tsiamas, Christine Basta, Javier Ferrando, Marta R. Costa-jussà, José A. R. Fonollosa
2021	J	`jnl`	UPC's Speech Translation System for IWSLT 2021. CoRR Gerard I. Gállego, Ioannis Tsiamas, Carlos Escolano, José A. R. Fonollosa, Marta R. Costa-jussà
2020	J	`jnl`	Enabling Zero-shot Multilingual Spoken Language Translation with Language-Specific Encoders and Decoders. CoRR Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Carlos Segura
2020	J	`jnl`	Enriching the Transformer with Linguistic and Semantic Factors for Low-Resource Machine Translation. CoRR Jordi Armengol-Estapé, Marta R. Costa-jussà, Carlos Escolano
2020	J	`jnl`	Gender Bias in Multilingual Neural Machine Translation: The Architecture Matters. CoRR Marta R. Costa-jussà, Carlos Escolano, Christine Basta, Javier Ferrando, Roser Batlle, Ksenia Kharitonova
2020	J	`jnl`	Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders. CoRR Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Mikel Artetxe
2020	—	`conf`	The TALP-UPC System Description for WMT20 News Translation Task: Multilingual Adaptation for Low Resource MT. WMT@EMNLP Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa
2020	J	`jnl`	Training Multilingual Machine Translation by Alternately Freezing Language-Specific Encoders-Decoders. CoRR Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Mikel Artetxe
2019	J	`jnl`	Chinese-Catalan: A Neural Machine Translation Approach Based on Pivoting and Attention Mechanisms. ACM Trans. Asian Low Resour. Lang. Inf. Process. Marta R. Costa-jussà, Noe Casas, Carlos Escolano, José A. R. Fonollosa
2019	—	`conf`	From Bilingual to Multilingual Neural Machine Translation by Incremental Training. ACL (2) Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa
2019	J	`jnl`	From Bilingual to Multilingual Neural Machine Translation by Incremental Training. CoRR Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa
2019	—	`conf`	Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations. EMNLP/IJCNLP (3) Carlos Escolano, Marta R. Costa-jussà, Elora Lacroux, Pere-Pau Vázquez
2019	J	`jnl`	Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations. CoRR Carlos Escolano, Marta R. Costa-jussà, Elora Lacroux, Pere-Pau Vázquez
2019	—	`conf`	The TALP-UPC Machine Translation Systems for WMT19 News Translation Task: Pivoting Techniques for Low Resource MT. WMT (2) Noe Casas, José A. R. Fonollosa, Carlos Escolano, Christine Basta, Marta R. Costa-jussà
2019	J	`jnl`	Towards Interlingua Neural Machine Translation. CoRR Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa
2018	J	`jnl`	(Self-Attentive) Autoencoder-based Universal Language Representation for Machine Translation. CoRR Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa
2018	—	`conf`	End-to-End Speech Translation with the Transformer. IberSPEECH Laura Cros Vila, Carlos Escolano, José A. R. Fonollosa, Marta R. Costa-jussà
2018	J	`jnl`	Spanish Morphology Generation with Deep Learning. Res. Comput. Sci. Carlos Escolano, Marta R. Costa-jussà
2018	—	`conf`	The TALP-UPC Machine Translation Systems for WMT18 News Shared Translation Task. WMT (shared task) Noe Casas, Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa
2017	—	`conf`	Byte-based Neural Machine Translation. SWCN@EMNLP Marta R. Costa-jussà, Carlos Escolano, José A. R. Fonollosa
2017	J	`jnl`	Generación morfológica con algoritmos de aprendizaje profundo integrada en un sistema de traducción automática estadística. Proces. del Leng. Natural Carlos Escolano, Marta R. Costa-jussà
2017	—	`conf`	Moregrasp: restoration of upper limb function in Individuals with High spinal cord injury by Multimodal Neuroprostheses for Interaction in Daily Activities. GBCIC 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
2017	—	`conf`	The TALP-UPC Neural Machine Translation System for German/Finnish-English Using the Inverse Direction Model in Rescoring. WMT Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa
2016	J	`jnl`	Morphology Generation for Statistical Machine Translation using Deep Learning Techniques. CoRR Marta R. Costa-jussà, Carlos Escolano
2016	—	`conf`	The TALP-UPC Spanish-English WMT Biomedical Task: Bilingual Embeddings and Char-based Neural Language Model Rescoring in a Phrase-based System. WMT Marta R. Costa-jussà, Cristina España-Bonet, Pranava Swaroop Madhyastha, Carlos Escolano, José A. R. Fonollosa
2013	—	`conf`	EEG-based upper-alpha neurofeedback for cognitive enhancement in major depressive disorder: A preliminary, uncontrolled study. EMBC Carlos Escolano, M. Navarro-Gil, Javier García-Campayo, Javier Minguez
2012	J	`jnl`	A Telepresence Mobile Robot Controlled With a Noninvasive Brain-Computer Interface. IEEE Trans. Syst. Man Cybern. Part B Carlos Escolano, Javier Mauricio Antelis, Javier Minguez
2012	—	`conf`	Double-blind single-session neurofeedback training in upper-alpha for cognitive enhancement of healthy subjects. EMBC Carlos Escolano, Bárbara Oliván, Yolanda López-del-Hoyo, Javier García-Campayo, Javier Minguez
2012	—	`conf`	Upper alpha neurofeedback training over the motor cortex increases SMR desynchronization in motor tasks. EMBC Eduardo Lopez-Larraz, Carlos Escolano, Javier Minguez
2011	—	`conf`	EEG-based upper alpha neurofeedback training improves working memory performance. EMBC Carlos Escolano, Monica Aguilar, Javier Minguez
2011	—	`conf`	Single-trial classification of feedback potentials within neurofeedback training with an EEG brain-computer interface. EMBC Eduardo Lopez-Larraz, Iñaki Iturrate, Carlos Escolano, Isabel Garcia, Luis Montesano, Javier Minguez
2009	A*	`conf`	Human brain-teleoperated robot between remote places. ICRA Carlos Escolano, Javier Mauricio Antelis, Javier Minguez