Before revision:  We establish baselines for elaboration generation using large scale pre-trained language models, and illustrate that considering contextual specificity during generation can improve performance.
After revision:  We establish baselines for elaboration generation using large scale pre-trained language models, and demonstrate that considering contextual specificity during generation can improve performance.