With the Atacama Large Millimeter/sub-millimeter Array (ALMA), we report detections of the far-infrared (FIR) [OIII] 88 m line and the underlying dust continuum in the two quasars in the reionization epoch, J205406.48-000514.8 (hereafter J2054-0005) at and J231038.88+185519.7 (hereafter J2310+1855) at . The [OIII] luminosity of J2054-0005 and J2310+1855 are $L_{\rm [OIII]} = (6.8\pm0.6) \times 10^{9}(2.4\pm0.6) \times 10^{9}$ , corresponding to 0.05%\ and 0.01%\ of the total infrared luminosity, $L_{\rm TIR}\mu$m luminosities in the literature, we find that J2054-0005 and J2310+1855 have the [OIII]-to-[CII] luminosity ratio of and , respectively, the latter of which is the lowest among objects so far reported at . Combining [OIII] observations at from our study and the literature, we identify the [OIII] line deficit: objects with larger $L_{\rm TIR}L_{\rm [OIII]}L_{\rm TIR}$ ratios. Furthermore, we also find that the anti-correlation is shifted toward higher value when compared to the local [OIII] line deficit.

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