I've read that working with characters to form sentences is competitive to forming words, with symptoms showing that character based RNN can match certain gramm

I've read that working with characters to form sentences is competitive to forming words, with symptoms showing that character based RNN can match certain grammar rules such as singular/plural, matching braces.