by Vinko Sabolčec Papers

4 papers found

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Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

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Can Performant LLMs Be Ethical? Quantifying the Impact of Web Crawling Opt-Outs

Dongyang Fan, Vinko Sabolčec, Matin Ansaripour et al.

COLM 2025paper
4
citations

Enhancing Multilingual LLM Pretraining with Model-Based Data Selection

Bettina Messmer, Vinko Sabolčec, Martin Jaggi

NEURIPS 2025arXiv:2502.10361
12
citations

FineWeb2: One Pipeline to Scale Them All — Adapting Pre-Training Data Processing to Every Language

Guilherme Penedo, Hynek Kydlíček, Vinko Sabolčec et al.

COLM 2025paperarXiv:2506.20920
51
citations

URLs Help, Topics Guide: Understanding Metadata Utility in LLM Training

Dongyang Fan, Vinko Sabolčec, Martin Jaggi

NEURIPS 2025arXiv:2505.16570