FastText's approach to embedding unknown words (word embeddings are the sum of their subword embeddings) should intuitively prove useful on datasets with misspellings and ungrammatical text.
when using the additional casing feature, FastText beats GloVe only by 0.05 percentage points on the i2b2 test set.