x i contains a particular prefix (perhaps from all prefixes of length ≤ 2) x i contains a particular suffix (perhaps from all suffixes of length ≤ 2) x i 's word shape x i 's short word shape For example the word well-dressed might generate the following non-zero valued feature values: