Aug 11, 2024 · We design SKGSum with a flexible architecture that can accommodate various document encoders and decoders, catering to different scenarios, i.e. ...
Structured Knowledge-Guided Document Summarization - ACL ...
aclanthology.org › 2024.findings-acl.110
We developed a Structured Knowledge-Guided Summarization (SKGSum) and its variant, SKGSum-W, which do not require structure labels.
The results indicate that our methods not only improve the quality of summaries, in terms of ROUGE and BERTScore, but also broaden the types of documents that ...
Sep 23, 2024 · Summarization. Conference Paper. SKGSum: Structured Knowledge-Guided Document Summarization. January 2024. DOI:10.18653/v1/2024.findings-acl.110.
This paper proposes a novel model for abstractive single-document Summarization based on Semantic Knowledge Graphs (SKGSUM), which regards sentences and ...
SKGSum: Structured Knowledge-Guiding Document Summarization. ACL 2024 Findings Accepted Paper. More details are coming soon. About. No description, website, or ...
Abstractive Document Summarization with Semantic Knowledge Graphs
www.researchgate.net › ... › Graphs
SKGSUM [24] exploits nodes at various levels to guide the summary generation process. To capture crossdocument relationships, many studies have sought to ...
SKGSum: Structured Knowledge-Guided Document Summarization [pdf] Qiqi Wang ... Towards Legal Judgment Summarization: A Structure-Enhanced Approach [pdf]
SKGSum: Structured Knowledge-Guided Document Summarization. Q Wang, R Wang, K Zhao, R Amor, B Liu, J Liu, X Zheng, Z Huang. Findings of the Association for ...
Co-authors ; SKGSum: Structured Knowledge-Guided Document Summarization. Q Wang, R Wang, K Zhao, R Amor, B Liu, J Liu, X Zheng, Z Huang. Findings of the ...