Carlos Escolano
According to our database1,
Carlos Escolano
authored at least 44 papers
between 2009 and 2023.
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Bibliography
2023
Promoting Generalized Cross-lingual Question Answering in Few-resource Scenarios via Self-knowledge Distillation.
CoRR, 2023
ReSeTOX: Re-learning attention weights for toxicity mitigation in machine translation.
CoRR, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023
2022
Learning multilingual and multimodal representations with language-specific encoders and decoders for machine translation.
PhD thesis, 2022
Multilingual Machine Translation: Deep Analysis of Language-Specific Encoder-Decoders.
J. Artif. Intell. Res., 2022
Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022.
Proceedings of the 19th International Conference on Spoken Language Translation, 2022
Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
From bilingual to multilingual neural-based machine translation by incremental training.
J. Assoc. Inf. Sci. Technol., 2021
The TALP-UPC Participation in WMT21 News Translation Task: an mBART-based NMT Approach.
Proceedings of the Sixth Conference on Machine Translation, 2021
Enriching the Transformer with Linguistic Factors for Low-Resource Machine Translation.
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021
End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021.
Proceedings of the 18th International Conference on Spoken Language Translation, 2021
Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021
Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Enabling Zero-Shot Multilingual Spoken Language Translation with Language-Specific Encoders and Decoders.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021
2020
CoRR, 2020
Training Multilingual Machine Translation by Alternately Freezing Language-Specific Encoders-Decoders.
CoRR, 2020
Enriching the Transformer with Linguistic and Semantic Factors for Low-Resource Machine Translation.
CoRR, 2020
The TALP-UPC System Description for WMT20 News Translation Task: Multilingual Adaptation for Low Resource MT.
Proceedings of the Fifth Conference on Machine Translation, 2020
2019
Chinese-Catalan: A Neural Machine Translation Approach Based on Pivoting and Attention Mechanisms.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019
The TALP-UPC Machine Translation Systems for WMT19 News Translation Task: Pivoting Techniques for Low Resource MT.
Proceedings of the Fourth Conference on Machine Translation, 2019
Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
(Self-Attentive) Autoencoder-based Universal Language Representation for Machine Translation.
CoRR, 2018
Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018
Proceedings of the Fourth International Conference, 2018
2017
Generación morfológica con algoritmos de aprendizaje profundo integrada en un sistema de traducción automática estadística.
Proces. del Leng. Natural, 2017
The TALP-UPC Neural Machine Translation System for German/Finnish-English Using the Inverse Direction Model in Rescoring.
Proceedings of the Second Conference on Machine Translation, 2017
Moregrasp: restoration of upper limb function in Individuals with High spinal cord injury by Multimodal Neuroprostheses for Interaction in Daily Activities.
Proceedings of the From Vision to Reality, 2017
Proceedings of the First Workshop on Subword and Character Level Models in NLP, 2017
2016
Morphology Generation for Statistical Machine Translation using Deep Learning Techniques.
CoRR, 2016
The TALP-UPC Spanish-English WMT Biomedical Task: Bilingual Embeddings and Char-based Neural Language Model Rescoring in a Phrase-based System.
Proceedings of the First Conference on Machine Translation, 2016
2013
EEG-based upper-alpha neurofeedback for cognitive enhancement in major depressive disorder: A preliminary, uncontrolled study.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
IEEE Trans. Syst. Man Cybern. Part B, 2012
Upper alpha neurofeedback training over the motor cortex increases SMR desynchronization in motor tasks.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Double-blind single-session neurofeedback training in upper-alpha for cognitive enhancement of healthy subjects.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Single-trial classification of feedback potentials within neurofeedback training with an EEG brain-computer interface.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2009
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009