Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Book Chapter Book Chapter Faculty Publications- Book Chapter Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Text Summarization Using Combination of Sequence-To-Sequence Model with Attention Approach Subject The topic of the resource Attention layer; Decoderencoder; Long-term short memory; Recurrent neural network; Text summarization Description An account of the resource In daily life, we come across tons and tons of information which can be related to news articles or any kind of social media posts or customer reviews related to product. It is difficult to read all the content due to time constraint. Being able to develop the software that can identify and automatically extract the important information. There are two types of summarization methods. Extractive text summarization is the method where it picks the important content from the source text and gives same in the form of short summary, and on the other hand, abstractive summarization is the technique where it gets the context of the source text, and based on that context, it regenerates small and crisps summary. In this paper, we use the concept of neural network with attention layer to deal with abstractive text summarization that generates short summary of a long piece of text using review dataset. 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Bhandarkar P.; Thomas K.T. Source A related resource from which the described resource is derived Lecture Notes on Data Engineering and Communications Technologies, Vol-141, pp. 283-293. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-19-3035-5_22" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-19-3035-5_22</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85140240291&amp;doi=10.1007%2F978-981-19-3035-5_22&amp;partnerID=40&amp;md5=24f895270b131fea51a6e9d7b397f3ad" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85140240291&amp;doi=10.1007%2f978-981-19-3035-5_22&amp;partnerID=40&amp;md5=24f895270b131fea51a6e9d7b397f3ad</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23674512 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Bhandarkar P., Department of Data Science, CHRIST University, Bangalore, India; Thomas K.T., Department of Data Science, CHRIST University, Bangalore, India