Negation-Sensitive Calibration for Embedding-Based Automatic Short Answer Grading: A Lightweight Solution

Key Points

• The central aim is to assess the effectiveness of embedding-based grading systems in enhancing waste management knowledge among women.
• Evaluated a grading system based on embeddings that incorporates negation sensitivity.
• Applied the system in educational programs focused on waste management for women.
• Conducted assessments to gauge improvements in knowledge post-intervention.
• Demonstrated significant improvement in waste management knowledge among participants.
• Found that the negation-sensitive approach enhanced grading accuracy compared to traditional methods.
• Indicated positive feedback from participants regarding the grading system's effectiveness.