Extractive Text Summarization of Long Documents Using Word and Sentence Encoding

• Published in: 2023 5th Novel Intelligent and Leading Emerging Sciences Conference (NILES) pp. 130 - 135
• Main Authors: Abdelrahman, Amany A., El-Kassas, Wafaa S., Mohamed, Hoda K.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 21.10.2023
• Subjects: Artificial Intelligence; Automatic Summarization; Extractive Summarization; GRU; Long Documents Summarization; Sentence Encoder; Word Encoder

Automatic Text Summarization (ATS) for long documents is a very challenging task. A long document includes more than one topic, so it is required to construct a summary that covers the most important contextual information from the different topics in the input document. There are many ATS technique...