Less is More: Quality-Aware Training Data Selection for Scientific Summarization

Maria Nefeli Paraskevopoulou, Tatiana Passali, Grigorios Tsoumakas

Scientific long-document summarization datasets commonly treat author-written abstracts as gold reference summaries, although their quality and alignment with the source article va…