One possible way to increase the accuracy of LTAG supertagging is to use a Maximum Entropy, rather than HMM, tagger (as discussed previously), but this is likely to result in an improvement of only a few percentage points.
whether the difference in supertagging accuracy is due to the nature of the formalisms, the supertagging methods used, or properties of the extracted grammars, is an open question.