Traditionally, tools such as spreadsheets and word processors have been commonly used for annotation collection (Sprugnoli and Redaelli, 2024; Sprugnoli et al., 2023; Schmidt et al., 2018). However, the selection of annotation tools can significantly impact the quality of annotations. For example, Schmidt et al. (2019) compared various tools, including Word, WebAnno, CATMA, eMargin, and Sentimentator, and found that using a specialized tool like Sentimentator can increase annotator confidence and certainty in their decisions.