With the Atacama Large Millimeter/sub-millimeter Array (ALMA), we report detections of the far-infrared (FIR) [Oiii] 88 µm line and the underlying dust continuum in the two quasars in the reionization epoch, J205406.48-000514.8 (hereafter J2054-0005) at z = 6.0391 ± 0.0002 and J231038.88+185519.7 (hereafter J2310+1855) at z = 6.0035 ± 0.0007. The [Oiii] luminosity of J2054-0005 and J2310+1855 are L [OIII] = (6.8±0.6)×10 9 and (2.4±0.6)×10 9 L ⊙ , corresponding to ≈ 0.05% and 0.01% of the total infrared luminosity, L TIR , respectively. Combining these [Oiii] luminosities with [Cii] 158 µm luminosities in the literature, we find that J2054-0005 and J2310+1855 have the [Oiii]-to-[Cii] luminosity ratio of 2.1 ± 0.4 and 0.3 ± 0.1, respectively, the latter of which is the lowest among objects so far reported at z > 6. Combining [Oiii] observations at z ≈ 6 − 9 from our study and the literature, we identify the [Oiii] line deficit: objects with larger L TIR have lower L [OIII] -to-L TIR ratios. Furthermore, we also find that the anti-correlation is shifted toward higher L TIR value when compared to the local [Oiii] line deficit.