Annotator-centric active learning for subjective NLP tasks

M van der Meer, N Falk, PK Murukannaiah… - arXiv preprint arXiv …, 2024 - arxiv.org
To accurately capture the variability in human judgments for subjective NLP tasks,
incorporating a wide range of perspectives in the annotation process is crucial. Active …

Improving Training Dataset Balance with ChatGPT Prompt Engineering

M Kochanek, I Cichecki, O Kaszyca, D Szydło, M Madej… - Electronics, 2024 - mdpi.com
The rapid evolution of large language models, in particular OpenAI's GPT-3.5-turbo and GPT-
4, indicates a growing interest in advanced computational methodologies. This paper …