Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness F Jelenić, J Jukić, M Tutek, M Puljiz, J Šnajder International Conference on Learning Representations, ICLR 2024, 2024 | 5 | 2024 |
Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings J Jukić, J Šnajder Association for Computational Linguistics: EMNLP, Singapore, 2023 | 5 | 2023 |
On Dataset Transferability in Active Learning for Transformers F Jelenić, J Jukić, N Drobac, J Šnajder Findings of the Association for Computational Linguistics: ACL, Toronto, 2023 | 5 | 2023 |
Smooth Sailing: Improving Active Learning for Pre-trained Language Models with Representation Smoothness Analysis J Jukić, J Šnajder Association for Computational Linguistics: Learning with Small Data, Gothenburg, 2023 | 4 | 2023 |
ALANNO: An Active Learning Annotation System for Mortals J Jukić, F Jelenić, M Bićanić, J Šnajder Association for Computational Linguistics: EACL, Dubrovnik, 2023 | 3 | 2023 |
You Are What You Talk About: Inducing Evaluative Topics for Personality Analysis J Jukić, I Vukojević, J Šnajder Findings of the Association for Computational Linguistics: EMNLP, Abu Dhabi, 2022 | 3 | 2022 |
Disentangling Latent Shifts of In-Context Learning Through Self-Training J Jukić, J Šnajder arXiv preprint arXiv:2410.01508, 2024 | | 2024 |
From Robustness to Improved Generalization and Calibration in Pre-trained Language Models J Jukić, J Šnajder arXiv preprint arXiv:2404.00758, 2024 | | 2024 |
Easy to Decide, Hard to Agree: Reducing Disagreements Between Saliency Methods J Jukić, M Tutek, J Šnajder Findings of the Association for Computational Linguistics: ACL, Toronto, 2023 | | 2023 |