2 papers
cs.CL2025
FinerWeb-10BT: Refining Web Data with LLM-Based Line-Level Filtering
Erik Henriksson, Otto Tarkka, Filip Ginter
Data quality is crucial for training Large Language Models (LLMs). Traditional heuristic filters often miss low-quality text or mistakenly remove valuable content. In this paper, w…
cs.CL2025
Finnish SQuAD: A Simple Approach to Machine Translation of Span Annotations
Emil Nuutinen, Iiro Rastas, Filip Ginter
We apply a simple method to machine translate datasets with span-level annotation using the DeepL MT service and its ability to translate formatted documents. Using this method, we…