Text simplification can be framed as a sequence-to-sequence mapping using distinct start symbols for the input and output. For instance, an input like "$[\mathrm{CLS}]$ Simplify: the professor, who has published numerous papers in his field, will be giving a lecture on the topic next week." is mapped to the simplified target output "$\langle s \rangle$ The experienced professor will give a lecture next week."