  To enable robots to instruct humans in collaborations, we identify several
aspects of language processing that are not commonly studied in this context.
These include location, planning, and generation. We suggest evaluations for
each task, offer baselines for simple methods, and close by discussing
challenges and opportunities in studying language for collaboration.
