The Lightning Network addresses the issue of scalability in the Bitcoin network by enabling off-chain transactions. This means that transactions can be processed outside of the main blockchain, reducing the burden on the network and allowing for faster and cheaper transactions. By utilizing payment channels and smart contracts, the Lightning Network can facilitate a high volume of transactions without congesting the main blockchain, thus increasing the scalability of the Bitcoin network.