Utilizing Deep Learning Techniques for Text and Image Capturing Summarization in Information Retrievals

Autor:	null Dr. S. Selvakani, null Mrs K. Vasumathi, null S. Divya
Rok vydání:	2023
Předmět:	Pharmacology
Zdroj:	International Journal of Scientific Research in Computer Science, Engineering and Information Technology. :202-207
ISSN:	2456-3307
DOI:	10.32628/cseit2390218
Popis:	In this paper, a novel information retrieval and text summarization model based on deep learning (DL) is introduced. The model comprises three primary stages, including information retrieval, template generation, and text summarization. The initial step involves utilizing a bidirectional long short term memory (BiLSTM) technique to retrieve textual data. This approach considers each word in a sentence, extracts relevant information, and converts it into a semantic vector.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::76bc60c186c6b058c6334e8ba5b88145 https://doi.org/10.32628/cseit2390218 Zobrazit plný text záznamu