First, install this package ...

$ sudo apt-get install lm-sensors

Start mornitoring with ...

$ sudo sensors-detect

Say YES for all and then start service with ...

$ sudo service module-init-tools start

Get CPU temperature with ...

$ sensors
Watch update every second with ...

$ watch sensors