2 papers
cs.CL2026
Hopes and Fears -- Emotion Distribution in the Topic Landscape of Finnish Parliamentary Speech 2000-2020
Anna Ristilä, Otto Tarkka, Veronika Laippala +1
Existing research often treats parliamentary discourse as a homogeneous whole, overlooking topic-specific patterns. Parliamentary speeches address a wide range of topics, some of w…
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…