Damian Pascual

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 20

Top Topics

Language Generation

Top Venues

Publications

Francesco Fusco, Damian Pascual, Peter W. J. Staar, Diego Antognini
pNLP-Mixer: an Efficient all-MLP Architecture for Language. ACL (industry) (2023)
Jens Hauser, Zhao Meng, Damian Pascual, Roger Wattenhofer
Bert is Robust! A Case Against Word Substitution-Based Adversarial Attacks. ICASSP (2023)
Damian Pascual, Béni Egressy, Nicolas Affolter, Yiming Cai, Oliver Richter, Roger Wattenhofer
Improving Brain Decoding Methods and Evaluation. ICASSP (2022)
Francesco Fusco, Damian Pascual, Peter Staar
pNLP-Mixer: an Efficient all-MLP Architecture for Language. CoRR (2022)
Yue Ding, Karolis Martinkus, Damian Pascual, Simon Clematide, Roger Wattenhofer
On Isotropy Calibration of Transformer Models. Insights@ACL (2022)
Damian Pascual, Beni Egressy, Clara Meister, Ryan Cotterell, Roger Wattenhofer
A Plug-and-Play Method for Controlled Text Generation. EMNLP (Findings) (2021)
Damian Pascual, Gino Brunner, Roger Wattenhofer
Telling BERT's Full Story: from Local Attention to Global Aggregation. EACL (2021)
Damian Pascual, Sandro Luck, Roger Wattenhofer
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities. BioNLP@NAACL-HLT (2021)
Yue Ding, Karolis Martinkus, Damian Pascual, Simon Clematide, Roger Wattenhofer
On Isotropy Calibration of Transformers. CoRR (2021)
Sumu Zhao, Damian Pascual, Gino Brunner, Roger Wattenhofer
Of Non-Linearity and Commutativity in BERT. CoRR (2021)
Ard Kastrati, Martyna Plomecka, Damian Pascual, Lukas Wolf, Victor Gillioz, Roger Wattenhofer, Nicolas Langer
EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction. NeurIPS Datasets and Benchmarks (2021)
Damian Pascual, Sandro Luck, Roger Wattenhofer
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities. CoRR (2021)
Damian Pascual, Beni Egressy, Clara Meister, Ryan Cotterell, Roger Wattenhofer
A Plug-and-Play Method for Controlled Text Generation. CoRR (2021)
Lukas Faber, Sandro Luck, Damian Pascual, Andreas Roth, Gino Brunner, Roger Wattenhofer
Medley2K: A Dataset of Medley Transitions. CoRR (2020)
Damian Pascual, Beni Egressy, Florian Bolli, Roger Wattenhofer
Directed Beam Search: Plug-and-Play Lexically Constrained Language Generation. CoRR (2020)
Gino Brunner, Yang Liu, Damian Pascual, Oliver Richter, Massimiliano Ciaramita, Roger Wattenhofer
On Identifiability in Transformers. ICLR (2020)
Nicolas Affolter, Beni Egressy, Damian Pascual, Roger Wattenhofer
Brain2Word: Decoding Brain Activity for Language Generation. CoRR (2020)
Damian Pascual, Gino Brunner, Roger Wattenhofer
Telling BERT's full story: from Local Attention to Global Aggregation. CoRR (2020)
Damian Pascual, Amir Aminifar, David Atienza
A Self-Learning Methodology for Epileptic Seizure Detection with Minimally-Supervised Edge Labeling. DATE (2019)
Damian Pascual, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer
Synthetic Epileptic Brain Activities Using Generative Adversarial Networks. CoRR (2019)