We produced a version of BNC where all the words were replaced with their lemmas and PoStags converted into the Universal Part-of-Speech Tagset (Petrov et al., 2012) 1 .
each token was represented as a concatenation of its lemma and PoS tag (for example, 'love_VERB' and 'love_NOUN' yield different word types).