After retiring, he devoted himself entirely to calligraphy research.
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专事 is a literary verb that takes a noun-phrase object: 专事X = '专门从事X' (specifically engages in X). Compare with 专攻 (zhuāngōng, specialize in study of) and the colloquial 专门 (zhuānmén).