A Method of Extractive Text Summarization Using Document Semantic Graph With Node Ranking
Sign Up to like & getrecommendations! Published in 2025 at "International Journal of Intelligent Systems"
DOI: 10.1155/int/5530784
Abstract: With the rise of neural networks and pre‐trained models such as BERT, abstractive text summarization techniques have received widespread attention. Nevertheless, traditional extractive text summarization methods still hold substantial research value due to their low… read more here.
Keywords: extractive text; summarization; text summarization; language ... See more keywords
Knowledge-Enhanced Transformer Graph Summarization (KETGS): Integrating Entity and Discourse Relations for Advanced Extractive Text Summarization
Sign Up to like & getrecommendations! Published in 2024 at "Mathematics"
DOI: 10.3390/math12233638
Abstract: The rapid proliferation of textual data across multiple sectors demands more sophisticated and efficient techniques for summarizing extensive texts. Focusing on extractive text summarization, this approach zeroes in on choosing key sentences from a document,… read more here.
Keywords: extractive text; summarization; text summarization; knowledge enhanced ... See more keywords