TroFi’s suboptimal performance could stem from training difficulty caused by the sentence-level approach and label imbalance. However, these arguments can be refuted by TroFi’s substantial representation in the concatenated dataset (75.1%, table 1), which showed exceptionally good results. Thus, TroFi’s characteristics must have significantly contributed to these positive results.