Subtle but important changes are being made to the IELTS 2025 to improve test-taker experience and international legitimacy.

Abstract: Due to the difficulties in data collection or data barriers, some crash types may not have sufficient data for analysis, i.e., data scarcity in task (DST ... we develop a cost-sensitive ...