In the past two decades, immunotherapy has been investigated as a novel modality in cancer therapy. The aim of immunotherapy is augmenting body's immune system to recognize and destroy malignant cells efficiently and safely. Dendritic cell (DC)-based vaccination is one of the most important approaches of cancer immunotherapy, in which autologous ex vivo generated tumor antigen-loaded DCs are injected to cancer patients in order to augment antitumor immunity. Various DC culture conditions, tumor antigen sources, antigen loading strategies, DC maturation stimuli, and routes of vaccination have been used to increase efficacy of DC vaccines. However, therapeutic efficacy of DC vaccines is still limited in cancer patients and preparation of clinical-grade DCs should be standardized to generate immuno stimulatory DCs and to prevent development of immunosuppressive DCs. Understanding DC function in triggering adaptive immunity or induction of immunological tolerance in cancer setting may be helpful in improving therapeutic efficacy of DC vaccines. In this article, we reviewed DCs interactions with T cells, efficacy of ex vivo generated DCs in triggering/suppression of antitumor effector T cell responses, as well as recent findings about DC vaccinations in cancer patients.