Hi @burhan_shamurad,
Check out the biom-format conversion instructions. Make sure you use --header-key taxonomy
(or whatever the taxonomy header key is labeled) when you convert to tsv.
This is an issue with biom-format, not with QIIME 2, so I am not too familiar with troubleshooting this if that does not work.
I hope that helps!