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 Conference Papers Conference Paper Faculty Publications- Conference Papers 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 An Efficient Deep Learning-Based Hybrid Architecture for Hate Speech Detection in Social Media Subject The topic of the resource CNN; Detection; Hate speech; Hybrid model; LSTM Description An account of the resource Social media has become an integral part of life as users are spending a significant amount of time networking online. Two primary reasons for its increasing popularity are ease of access and freedom of speech. People can express themselves without worrying about consequences. Due to lack of restriction, however, cases of cyberbullying and hate speeches are increasing on social media. Twitter and Facebook receive over a million posts daily, and manual filtration of this enormous number is a tedious task. This paper proposes a deep learning-based hybrid architecture (CNN + LSTM) to identify hate speeches by using Stanfords GloVe, which is a pre-trained word embedding. The model has been tested under different parameters and compared with several state-of-the-art models. The proposed framework has outperformed existing models and has also achieved the best accuracy. 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Nath N.; George J.P.; Kesan A.; Rodrigues A. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-462, pp. 347-355. 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 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-19-2211-4_30" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-19-2211-4_30</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135007967&amp;doi=10.1007%2F978-981-19-2211-4_30&amp;partnerID=40&amp;md5=13972f303d79c8e87bb7e04c29d9b447" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135007967&amp;doi=10.1007%2f978-981-19-2211-4_30&amp;partnerID=40&amp;md5=13972f303d79c8e87bb7e04c29d9b447</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23673370; ISBN: 978-981192210-7 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 Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Nath N., CHRIST (Deemed to be University), Bengaluru, India; George J.P., CHRIST (Deemed to be University), Bengaluru, India; Kesan A., CHRIST (Deemed to be University), Bengaluru, India; Rodrigues A., CHRIST (Deemed to be University), Bengaluru, India