Before revision:  Furthermore, we investigate the use of skeletons as a knob to control certain properties of the generated image caption , such as length, content, and gender expression  .
After revision:  Furthermore, we investigate the use of skeletons as a knob to control certain properties of the generated image caption , such as length, content, and gender expression , providing a handle to perform human-in-the-loop semi-automatic corrections .