are you trying to connect a thermocouple directly to your arduino?
The output from a thermocouple needs amplification from a op-amp and filtering to eliminate the noise after amplification.
The easy solution is to use the AD595, it amplifies, filters and conditions the output from the thermocouple...they run~$10