This is a study for patients with resectable, locally advanced esophageal cancer. There is evidence to suggest that celecoxib in combination with cisplatin and irinotecan (CPT-11) may work well with radiation therapy to kill cancer cells. The primary goal is to develop a well-tolerated cancer treatment that has an acceptable response rate.