If your shifters are indexed autoshifting is usually an indication that the shift cable needs adjusting. If your shift cables and/or cable housings are old or dirty they may need replacing.
If your shifters are friction then you may need to increase the friction at the shifter.
You may find helpful information at
http://www.sheldonbrown.com and
http://www.parktool.com.
Al