what do soup dumplings taste like? shutterstock. we've gone over the various components that make up each soup dumpling: a thin dough wrapper made from flour, some seasoned minced pork, a fragrant broth of pork and chicken bones, and the whole dipped into a tangy vinegar with a crunch of fresh ginger.