Here's where salting the cucumbers is super important. To remove water from cucumbers without affecting the taste or texture, sprinkle cut pieces of cucumber with salt. Place in a colander, toss and let them drain. The salt helps to leach out excess liquid, reducing the risk of a watery salad. Dab them dry with paper towels.