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Josip Jukić
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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
32023
Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings
J Jukić, J Šnajder
Association for Computational Linguistics: EMNLP, Singapore, 2023
22023
ALANNO: An Active Learning Annotation System for Mortals
J Jukić, F Jelenić, M Bićanić, J Šnajder
Association for Computational Linguistics: EACL, Dubrovnik, 2023
22023
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
22023
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
22022
From Robustness to Improved Generalization and Calibration in Pre-trained Language Models
J Jukić, J Šnajder
arXiv preprint arXiv:2404.00758, 2024
2024
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
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
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