Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models

@article{pub16240,
    author = {

Vali, Mehdi
 and 

Brack, Manuel
 and 

Lübbering, Max
 and 

Wendt, Elias
 and 

Khan, Abbas Goher
 and 

Rutmann, Richard
 and 

Jude, Alex
 and 

Kraus, Maurice
 and 

Weber, Alexander Arno
 and 

Kaczér, David
 and 

Mai, Florian
 and 

Flek, Lucie
 and 

Sifa, Rafet
 and 

Flores-Herr, Nicolas
 and 

Köhler, Joachim
 and 

Schramowski, Patrick
 and 

Fromm, Michael
 and 

Kersting, Kristian
},
    title = {Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models},
    year = {2025},
    volume = {abs/2505.22232},
    pages = {1--38},
    journal = {Computing Research Repository eprint Journal (CoRR)},
    publisher = {Computing Research Repository}
}