Since Geoffrey Chaucer lived in the 14th-15th century, the reason why it was considered strange for him to write in Middle English is:
Back in Chaucer's time, French and Latin were the dominating languages, especially when it came to the arts. It was strange, then, for Chaucer to write in English.
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