Before revision:  However, recent approaches employ large pretrained language models (PLMs) achieving state-of-the-art results in data-to-text generation. In this paper, we aim to investigate the impact of large PLMs in graph-to-text generation.
After revision:  However, recent approaches employ large pretrained language models (PLMs) and analyze the impact of large PLMs in graph-to-text generation.