Cervical cancer is primarily driven by persistent infection with high-risk human papillomavirus (HPV) strains and remains a significant global health challenge, particularly in low- and middle-income countries where late-stage diagnoses is common. While vaccination and screening programs have reduced incidence rates, the need for novel and more effacacious and cost-effective therapeutic options is therefore critical especially for advanced cervical cancer. This review highlights several key advances in the understanding of HPV-induced carcinogenesis and the development of therapeutic strategies over the past five years. Important areas of focus include the role of HPV oncoproteins E5, E6 and E7 in modulating signalling pathways, treatment strategies for precancerous lesions, the potential of natural compounds to target cervical cancer cells, and the emergence of immunotherapies, checkpoint inhibitors, antibody-drug conjugates, and novel drug combinations to treat cervical cancer. Additionally, lifestyle recommendations and the integration of natural supplements are discussed for their potential to enhance treatment efficacy and improve patient outcomes. The developments reported in this review underscore the evolving landscape of cervical cancer treatment and the need for continued research to validate and integrate these emerging therapies into clinical practice.