Dongqi Pu

ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer

2023

Large-scale language models, like ChatGPT, have garnered significant media attention and stunned the public with their remarkable capacity for generating coherent text from short natural language prompts. In this paper, we aim to conduct a …

RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization

2024

For long document summarization, discourse structure is important to discern the key content of the text and the differences in importance level between sentences.Unfortunately, the integration of rhetorical structure theory (RST) into parameter-efficient fine-tuning strategies …