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Little bit tricky but you can achieve without code.

1. Add a new boolean field to taxonomy term.(eg: show link(field name))

2. Add three fields like shown in the image.

3. Taxonomy term: Name [hidden] -- Exclude from display
   

4. Taxonomy term: Term ID [hidden] -- Exclude from display
   

Taxonomy term: show link