Determining the difficulty of Word Sense Disambiguation

- We explore estimating WSD performance on a range of ambiguous biomedical terms.
- We evaluate the difficulty predictions against the output of two WSD systems.
- Supervised methods are the best predictors but limited by labeled training data.
- Unsupervised methods all perform well and can be applied more widely.
- Best performance was obtained using the relatedness measure proposed by Lesk.