So you are trying to eliminate? Can you make the bromo or iodo derivate instead of the chloro? Leaving group effects are important. You can also try another base, preferably one that is a lousy nuchleophile so you don't risk substitution in competition with eliminatio, potassium tert-butoxide comes to mind. What temperature are you running the reaction at? Higher temperatures favorise eliminations. The nature of the solvent can be important too!
Good luck!