According to police, the woman was living as a tenant in Parmar's house. However, a couple of days back, she was forcibly evicted.
On Saturday, the woman reached the district collectorate where Minister in-charge for Dindori, Devi Singh Sayyam, was chairing a meeting.
When Parmar came out of the office after the meet, both of them exchanged heated arguments over the issue.
According to sources, when Parmar misbehaved with the woman, she took out her slipper and thrashed the BJP leader.
Later, he also beat the woman with shoes.
Though on the complaint of Parmar, police have registered a case against the woman, no action has been taken against her.