As discussed in Section 5.2, our WLM score extraction method is designed such that element-level scores can be extracted with perfect accuracy from a perfect word alignment.
the goal of seeking perfect or near-perfect word alignment accuracy is worthwhile because it will necessarily result in perfect or near-perfect scoring accuracy, which in turn is likely to yield classification accuracy approaching that of manually assigned scores.