Our experiments show that several knowledgebased and corpus-based measures of similarity perform comparably when used for the task of short answer grading.
since the corpusbased measures can be improved by accounting for domain and corpus size, the highest performance can be obtained with a corpus-based measure (LSA) trained on a domain-specific corpus.