Damian Pascual

Orcid: 0000-0002-7018-5368

According to our database1, Damian Pascual authored at least 24 papers between 2019 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Bert is Robust! A Case Against Word Substitution-Based Adversarial Attacks.
Proceedings of the IEEE International Conference on Acoustics, 2023

pNLP-Mixer: an Efficient all-MLP Architecture for Language.
Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022
Leveraging and Understanding Deep Learning Models from Brain Activity to Language Processing.
PhD thesis, 2022

pNLP-Mixer: an Efficient all-MLP Architecture for Language.
CoRR, 2022

Improving Brain Decoding Methods and Evaluation.
Proceedings of the IEEE International Conference on Acoustics, 2022

Word2Course: Creating Interactive Courses from as Little as a Keyword.
Proceedings of the 14th International Conference on Computer Supported Education, 2022

On Isotropy Calibration of Transformer Models.
Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022

2021
EpilepsyGAN: Synthetic Epileptic Brain Activities With Privacy Preservation.
IEEE Trans. Biomed. Eng., 2021

On Isotropy Calibration of Transformers.
CoRR, 2021

BERT is Robust! A Case Against Synonym-Based Adversarial Examples in Text Classification.
CoRR, 2021

EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Of Non-Linearity and Commutativity in BERT.
Proceedings of the International Joint Conference on Neural Networks, 2021

WikiFlash: Generating Flashcards from Wikipedia Articles.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

A Plug-and-Play Method for Controlled Text Generation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Telling BERT's Full Story: from Local Attention to Global Aggregation.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Towards BERT-based Automatic ICD Coding: Limitations and Opportunities.
Proceedings of the 20th Workshop on Biomedical Language Processing, 2021

2020
Directed Beam Search: Plug-and-Play Lexically Constrained Language Generation.
CoRR, 2020

Brain2Word: Decoding Brain Activity for Language Generation.
CoRR, 2020

Medley2K: A Dataset of Medley Transitions.
CoRR, 2020

On Identifiability in Transformers.
Proceedings of the 8th International Conference on Learning Representations, 2020

A Deep Learning Decoder for Long-Range Communication Systems.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
On the Validity of Self-Attention as Explanation in Transformer Models.
CoRR, 2019

Synthetic Epileptic Brain Activities Using Generative Adversarial Networks.
CoRR, 2019

A Self-Learning Methodology for Epileptic Seizure Detection with Minimally-Supervised Edge Labeling.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019


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