Before revision:  Although the network  was solely trained to predict the next word in a large corpus, analysis showed the emergence of a small set of specialized units that successfully handled local and long-distance syntactic agreement for grammatical number.
After revision:  Although the network was solely trained to predict the next word in a large corpus, analysis showed the emergence of a very sparse set of specialized units that successfully handled local and long-distance syntactic agreement for grammatical number.