If you run sudo dmesg -w
it should tell you the scancodes that each of those events is triggering. You can then create a /etc/udev/hwdb.d/50-my-device.hwdb file to map those scan codes to keycodes.
Here's an example of a .hwdb file I made for Ayaneo handhelds:
## AYANEO DEVICES
evdev:name:AT Translated Set 2 keyboard:dmi:*:svnAYANEO:*
KEYBOARD_KEY_66=f15
KEYBOARD_KEY_67=f16
KEYBOARD_KEY_68=f17
You can find the appropriate evdev:* information by running sudo udevadm test /dev/input/eventX
where eventX is the evdev fd for the device in question. evtest will show you the names.