| On Identifiability in Transformers G Brunner, Y Liu, D Pascual, O Richter, R Wattenhofer International Conference on Learning Representations (ICLR), 2020, 2019 | 227* | 2019 |
| A Plug-and-Play Method for Controlled Text Generation D Pascual, B Egressy, C Meister, R Cotterell, R Wattenhofer EMNLP 2021 (Findings), 2021 | 113* | 2021 |
| Epilepsygan: Synthetic epileptic brain activities with privacy preservation D Pascual, A Amirshahi, A Aminifar, D Atienza, P Ryvlin, R Wattenhofer IEEE Transactions on Biomedical Engineering, 2020 | 77* | 2020 |
| Towards BERT-based Automatic ICD Coding: Limitations and Opportunities D Pascual, S Luck, R Wattenhofer BioNLP 2021, 2021 | 59 | 2021 |
| EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction A Kastrati, MB Plomecka, D Pascual, L Wolf, V Gillioz, R Wattenhofer, ... NeurIPS 2021, 2021 | 39 | 2021 |
| Improving Brain Decoding Methods and Evaluation D Pascual, B Egressy, N Affolter, Y Cai, O Richter, R Wattenhofer ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 25* | 2022 |
| Telling BERT's full story: from Local Attention to Global Aggregation D Pascual, G Brunner, R Wattenhofer EACL 2021, 2020 | 25 | 2020 |
| Bert is Robust! A Case Against Word Substitution-Based Adversarial Attacks J Hauser, Z Meng, D Pascual, R Wattenhofer ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 19* | 2023 |
| pNLP-Mixer: an Efficient all-MLP Architecture for Language F Fusco, D Pascual, P Staar arXiv preprint arXiv:2202.04350, 2022 | 19 | 2022 |
| A Self-Learning Methodology for Epileptic Seizure Detection with Minimally-Supervised Edge Labeling D Pascual, A Aminifar, D Atienza 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 764-769, 2019 | 15 | 2019 |
| Of Non-Linearity and Commutativity in BERT S Zhao, D Pascual, G Brunner, R Wattenhofer IJCNN 2021, 2021 | 14 | 2021 |
| On Isotropy Calibration of Transformer Models Y Ding, K Martinkus, D Pascual, S Clematide, R Wattenhofer Proceedings of the Third Workshop on Insights from Negative Results in NLP, 1-9, 2022 | 12* | 2022 |
| WikiFlash: Generating Flashcards from Wikipedia Articles Y Cheng, Y Ding, D Pascual, O Richter, M Volk, R Wattenhofer AAAI 2021 Workshop on AI Education, 2021 | 5 | 2021 |
| Word2Course: Creating Interactive Courses from as Little as a Keyword S Foucher, D Pascual, O Richter, R Wattenhofer CSEDU: PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON COMPUTER …, 2022 | 3 | 2022 |
| A Deep Learning Decoder for Long-Range Communication Systems D Pascual, S Tanner, M Vänskä, R Wattenhofer 2020 28th European Signal Processing Conference (EUSIPCO), 1668-1672, 2020 | 1 | 2020 |
| An Active Learning Pipeline for NLU Error Detection in Conversational Agents D Pascual, A Bercher, A Bhardwaj, M Cui, D Kohler, L Van Der Poel, ... Proceedings of the 17th Linguistic Annotation Workshop (LAW-XVII), 55-60, 2023 | | 2023 |
| Leveraging and Understanding Deep Learning Models from Brain Activity to Language Processing D Pascual ETH Zurich, 2022 | | 2022 |
| Medley2K: A Dataset of Medley Transitions L Faber, S Luck, D Pascual, A Roth, G Brunner, R Wattenhofer MML 2020 - 13th Int. Workshop on Machine Learning and Music at ECML-PKDD 2020, 2020 | | 2020 |
Roger WattenhoferETH ZurichVerified email at ethz.ch
