LLMs vs. Traditional Sentiment Tools in Psychology: An Evaluation on Belgian-Dutch Narratives (2025 · 1 citation)
The paper asks whether recent Dutch-adapted LLMs estimate emotional valence in everyday Flemish writing better than classic lexicon tools used in psychology.
Are Lexicon-Based Tools Still the Gold Standard for Valence Analysis in Low-Resource Flemish? (2025)
The paper asks whether Dutch-adapted large language models can now replace classic dictionary-based tools for estimating emotional valence in everyday Flemish (Belgian Dutch), which is under-resourced in NLP.

All works

3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

FLAME: A New Dataset on FLemish Accounts of Momentary Experiences ↗arXiv:2504.14707 · EMNLP Findings 2026 · no summary yetRatna Kandala, Niels Vanhasbroeck, Katie Hoemann2025 · 2 citations
LLMs vs. Traditional Sentiment Tools in Psychology: An Evaluation on Belgian-Dutch NarrativesarXiv:2511.07641Ratna Kandala, Katie Hoemann2025 · 1 citation
Are Lexicon-Based Tools Still the Gold Standard for Valence Analysis in Low-Resource Flemish?arXiv:2506.04139 · Presented at LLM Evaluation Workshop, NeurIPS 2025Ratna Kandala, Katie Hoemann2025

Co-authors here

1 co-author with a page, the most papers together first.

Papers of our library cite their works 1 time (of the 149,439 papers whose bibliographies we read).

Updated 30 October 2026