Epithelial ovarian cancer (EOC) is the most fetal gynecological malignancy. The main causes of treatment failure are primary and acquired chemoresistance that remains a major therapeutic challenge. The mechanisms underlying chemoresistance in EOC are complex and not fully understood. This review explores novel therapeutic strategies targeting chemoresistant EOC, including advanced drug delivery systems, targeting non-coding RNAs, peptide-based therapies, immunotherapy, and the use of poly-ADP ribose polymerase inhibitors. By summarizing the latest research and potential treatments, this review aims to contribute to the development of more effective therapies for patients with chemoresistant EOC.