Before revision:  In a model where the effect of the treatment is constant across groups and over time, such  regressions identify the treatment effect of interest under the standard "common trends" assumption.
After revision:  In a model where the effect of the treatment is constant across groups and over time, such two-way fixed effects regressions identify the treatment effect of interest under the standard "common trends" assumption.