When sufficient voltage is applied to the chip across the leads of the LED, electrons can move easily in only one direction across the junction between the p and n regions.
In the p region there are many more positive than negative charges.
When a voltage is applied and the current starts to flow, electrons in the n region have sufficient energy to move across the junction into the p region.