According to officials, attacks that targeted 16 locations in the Baalbek district killed two children.
The ministry reported that 58 people had been injured and that rescue operations were still ongoing in the valley, which is a stronghold for Hezbollah.
The Israeli military has yet to provide a statement.
Over the last five weeks, Israel has launched thousands of airstrikes throughout Lebanon, allegedly targeting Hezbollah’s weapons, infrastructure, and operatives.
The attacks were described by Baalbek governor Bachie Khodr as the “most violent” in the region since Israel intensified its war against Hezbollah last month.
Unconfirmed footage of buildings being damaged was shared on social media.