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@inproceedings{DBLP:conf/iclr/JelenicJTPS24, author = {Fran Jelenic and Josip Jukic and Martin Tutek and Mate Puljiz and Jan Snajder}, title = {Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness}, booktitle = {The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=AcRfzLS6se}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/JelenicJTPS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-00758, author = {Josip Jukic and Jan Snajder}, title = {From Robustness to Improved Generalization and Calibration in Pre-trained Language Models}, journal = {CoRR}, volume = {abs/2404.00758}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.00758}, doi = {10.48550/ARXIV.2404.00758}, eprinttype = {arXiv}, eprint = {2404.00758}, timestamp = {Wed, 08 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-00758.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/JelenicJDS23, author = {Fran Jelenic and Josip Jukic and Nina Drobac and Jan Snajder}, editor = {Anna Rogers and Jordan L. Boyd{-}Graber and Naoaki Okazaki}, title = {On Dataset Transferability in Active Learning for Transformers}, booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023, Toronto, Canada, July 9-14, 2023}, pages = {2282--2295}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.findings-acl.144}, doi = {10.18653/V1/2023.FINDINGS-ACL.144}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/JelenicJDS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/JukicTS23, author = {Josip Jukic and Martin Tutek and Jan Snajder}, editor = {Anna Rogers and Jordan L. Boyd{-}Graber and Naoaki Okazaki}, title = {Easy to Decide, Hard to Agree: Reducing Disagreements Between Saliency Methods}, booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023, Toronto, Canada, July 9-14, 2023}, pages = {9147--9162}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.findings-acl.582}, doi = {10.18653/V1/2023.FINDINGS-ACL.582}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/JukicTS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eacl/JukicJBS23, author = {Josip Jukic and Fran Jelenic and Miroslav Bicanic and Jan Snajder}, editor = {Danilo Croce and Luca Soldaini}, title = {{ALANNO:} An Active Learning Annotation System for Mortals}, booktitle = {Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. {EACL} 2023 - System Demonstrations, Dubrovnik, Croatia, May 2-4, 2023}, pages = {228--235}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.eacl-demo.26}, doi = {10.18653/V1/2023.EACL-DEMO.26}, timestamp = {Thu, 05 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eacl/JukicJBS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/JukicS23, author = {Josip Jukic and Jan Snajder}, editor = {Houda Bouamor and Juan Pino and Kalika Bali}, title = {Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings}, booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023}, pages = {5061--5074}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.emnlp-main.307}, doi = {10.18653/V1/2023.EMNLP-MAIN.307}, timestamp = {Fri, 12 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/JukicS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-00493, author = {Josip Jukic and Iva Vukojevic and Jan Snajder}, title = {You Are What You Talk About: Inducing Evaluative Topics for Personality Analysis}, journal = {CoRR}, volume = {abs/2302.00493}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.00493}, doi = {10.48550/ARXIV.2302.00493}, eprinttype = {arXiv}, eprint = {2302.00493}, timestamp = {Thu, 09 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-00493.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-09807, author = {Fran Jelenic and Josip Jukic and Nina Drobac and Jan Snajder}, title = {On Dataset Transferability in Active Learning for Transformers}, journal = {CoRR}, volume = {abs/2305.09807}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.09807}, doi = {10.48550/ARXIV.2305.09807}, eprinttype = {arXiv}, eprint = {2305.09807}, timestamp = {Wed, 24 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-09807.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-14576, author = {Josip Jukic and Jan Snajder}, title = {Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings}, journal = {CoRR}, volume = {abs/2305.14576}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.14576}, doi = {10.48550/ARXIV.2305.14576}, eprinttype = {arXiv}, eprint = {2305.14576}, timestamp = {Tue, 06 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-14576.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-02832, author = {Fran Jelenic and Josip Jukic and Martin Tutek and Mate Puljiz and Jan Snajder}, title = {Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness}, journal = {CoRR}, volume = {abs/2310.02832}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.02832}, doi = {10.48550/ARXIV.2310.02832}, eprinttype = {arXiv}, eprint = {2310.02832}, timestamp = {Thu, 19 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-02832.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/JukicVS22, author = {Josip Jukic and Iva Vukojevic and Jan Snajder}, editor = {Yoav Goldberg and Zornitsa Kozareva and Yue Zhang}, title = {You Are What You Talk About: Inducing Evaluative Topics for Personality Analysis}, booktitle = {Findings of the Association for Computational Linguistics: {EMNLP} 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022}, pages = {3986--3999}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.findings-emnlp.294}, doi = {10.18653/V1/2022.FINDINGS-EMNLP.294}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/JukicVS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-06224, author = {Josip Jukic and Fran Jelenic and Miroslav Bicanic and Jan Snajder}, title = {{ALANNO:} An Active Learning Annotation System for Mortals}, journal = {CoRR}, volume = {abs/2211.06224}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.06224}, doi = {10.48550/ARXIV.2211.06224}, eprinttype = {arXiv}, eprint = {2211.06224}, timestamp = {Tue, 15 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-06224.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-08369, author = {Josip Jukic and Martin Tutek and Jan Snajder}, title = {Easy to Decide, Hard to Agree: Reducing Disagreements Between Saliency Methods}, journal = {CoRR}, volume = {abs/2211.08369}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.08369}, doi = {10.48550/ARXIV.2211.08369}, eprinttype = {arXiv}, eprint = {2211.08369}, timestamp = {Wed, 23 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-08369.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-11680, author = {Josip Jukic and Jan Snajder}, title = {Smooth Sailing: Improving Active Learning for Pre-trained Language Models with Representation Smoothness Analysis}, journal = {CoRR}, volume = {abs/2212.11680}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.11680}, doi = {10.48550/ARXIV.2212.11680}, eprinttype = {arXiv}, eprint = {2212.11680}, timestamp = {Wed, 04 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-11680.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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