I keep hearing that these folks are here illegally. Is that true?

No. Asylum-seekers are here legally and are following U.S. law (see above). Unfortunately, some politicians like to equate asylum-seekers with ‘undocumented workers’ or ‘illegal aliens’, but asylum-seekers are following the difficult and lengthy process enumerated in U.S. law.