Preheat the oven to 425°F. Pierce the eggplants all over with a fork. Wrap the eggplants in foil and place on a baking sheet. Roast for 50-70 minutes, depending on the size of the eggplants, until completely tender on the inside.
Remove the eggplants from the oven, and let them cool until you can handle them. Peel off the skin and remove any large clumps of seeds.
Place the eggplant flesh in a strainer over a bowl. Use a spoon or ladle to press the flesh into the strainer to remove excess water. Discard the water.
Add the eggplant, tahini, lemon juice, olive oil, garlic, and salt to a food processor. Pulse until smooth.
Transfer to a dish and top with parsley and smoked paprika. Enjoy with pita and veggies!