Are adult children responsible for their deceased parents debt in Oregon?

Typically they shouldn't be. The debts of the deceased are the responsibility of the estate. Anyone that was also a co-signer on any of the agreements might also be responsible. Consult a probate attorney in your jurisdiction for help.