Enhancing Long Document Abstractive Summarization with Discourse-Aware Low-Rank Adaptation

Incorporating rhetorical structure theory (RST) knowledge into the parameter-efficient fine-tuning strategy of Low-Rank Adaptation (LoRA) can improve the performance of long document abstractive summarization.