Natural Language Understanding Wiki
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Difficult cases[]

"Phil was like that, thanks anyhow" or "I’m just numb" (from the Senseval-3 all-words test set) do not convey enough meaning for being disambiguated at a fine-grained level even by human annotators (more context does not necessarily help).