Taiwan new literature was synchronized with the international ideological trend of modern literature as early as the 1930s. Unfortunately, due to the World War II and the post-colonial era, modern literature concept was just created in Taiwan literary arena in the 1960s. Meanwhile, western ideological trend had evolved to post-modernism discussion. Until in the 1980s, Taiwan literary arena evolved into to the new wave of post-modernism. At the same time Taiwan economy grew rapidly as well as the popularity of electronic media revolution, a representative of the diverse, cross-border, antiauthoritarian and taboos-challenging, the so-called "nonlinear thinking," which quietly became the mainstream in the fields of literature and art. In the history of Taiwanese New Poetry, we have to pay close attention to the most representative two poets-Lo Ching and Hsia Yu. In the same period philosophers Gilles Louis René Deleuze wrote "Cinema 1: The Movement-Image" and "Cinema 2: The Time-Image" in Paris. He was trying to create a new philosophical pedigree through cinema language. This paper will be referenced by Deleuze's cinema semiotics to analyze poet Lo Ching's poetry anthology named Video Poetics in the 1980s and to research how to write poetry by the experimental film language, as well as to analyze poetry anthology Friction. Unspeakable by poet Hsia Yu, full of amazing cross-border games of visual language. Through these case studies, we will overview cinema semiotics post-modern poetry in Taiwan.