{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,27]],"date-time":"2025-05-27T04:54:37Z","timestamp":1748321677731,"version":"3.40.3"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030963071"},{"type":"electronic","value":"9783030963088"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-030-96308-8_63","type":"book-chapter","created":{"date-parts":[[2022,3,26]],"date-time":"2022-03-26T13:15:41Z","timestamp":1648300541000},"page":"676-685","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Combining Bert Representation and\u00a0POS Tagger for\u00a0Arabic Word Sense Disambiguation"],"prefix":"10.1007","author":[{"given":"Rakia","family":"Saidi","sequence":"first","affiliation":[]},{"given":"Fethi","family":"Jarray","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,3,27]]},"reference":[{"key":"63_CR1","unstructured":"Elmougy, S., Taher, H., Noaman, H.: Na\u00efve Bayes classifier for Arabic word sense disambiguation. In: Proceeding of the 6th International Conference on Informatics and Systems, pp. 16\u201321 (2008)"},{"issue":"02","key":"63_CR2","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1142\/S1793840612400090","volume":"24","author":"A Zouaghi","year":"2012","unstructured":"Zouaghi, A., Merhbene, L., Zrigui, M.: A hybrid approach for Arabic word sense disambiguation. Int. J. Comput. Process. Lang. 24(02), 133\u2013151 (2012)","journal-title":"Int. J. Comput. Process. Lang."},{"key":"63_CR3","unstructured":"Merhbene, L., Zouaghi, A., Zrigui, M.: A semi-supervised method for Arabic word sense disambiguation using a weighted directed graph. In: Proceedings of the Sixth International Joint Conference on Natural Language Processing, pp. 1027\u20131031 (2013)"},{"key":"63_CR4","doi-asserted-by":"crossref","unstructured":"El-Gedawy, M.N.: Using fuzzifiers to solve word sense ambiguation in Arabic language. Int. J. Comput. Appl. 79(2) (2013)","DOI":"10.5120\/13710-1465"},{"key":"63_CR5","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1016\/j.chb.2014.06.021","volume":"41","author":"MEB Menai","year":"2014","unstructured":"Menai, M.E.B.: WSD using evolutionary algorithms-application to Arabic language. Comput. Hum. Behav. 41, 92\u2013103 (2014)","journal-title":"Comput. Hum. Behav."},{"issue":"4","key":"63_CR6","first-page":"381","volume":"7","author":"N Bouhriz","year":"2016","unstructured":"Bouhriz, N., Benabbou, F., Lahmar, E.B.: WSD approach for Arabic text. Int. J. Adv. Comput. Sci. Appl. 7(4), 381\u2013385 (2016)","journal-title":"Int. J. Adv. Comput. Sci. Appl."},{"key":"63_CR7","doi-asserted-by":"crossref","unstructured":"Alian, M., Awajan, A., Al-Kouz, A.: Arabic WSD-survey. In: 2017 International Conference on New Trends in Computing Sciences (ICTCS), pp. 236\u2013240. IEEE (2017)","DOI":"10.1109\/ICTCS.2017.23"},{"key":"63_CR8","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1016\/j.procs.2018.10.460","volume":"142","author":"A Alkhatlan","year":"2018","unstructured":"Alkhatlan, A., Kalita, J., Alhaddad, A.: Word sense disambiguation for Arabic exploiting Arabic wordnet and word embedding. Procedia Comput. Sci. 142, 50\u201360 (2018)","journal-title":"Procedia Comput. Sci."},{"key":"63_CR9","doi-asserted-by":"crossref","unstructured":"Sun, X.R., Lv, S.H., Wang, X.D., Wang, D.: Chinese word sense disambiguation using a LSTM. In: ITM Web of Conferences, vol. 12, p. 01027. EDP Sciences (2017)","DOI":"10.1051\/itmconf\/20171201027"},{"issue":"5\u20136","key":"63_CR10","doi-asserted-by":"publisher","first-page":"602","DOI":"10.1016\/j.neunet.2005.06.042","volume":"18","author":"A Graves","year":"2005","unstructured":"Graves, A., Schmidhuber, J.: Framewise phoneme classification with bidirectional LSTM and other neural network architectures. Neural Netw. 18(5\u20136), 602\u2013610 (2005)","journal-title":"Neural Netw."},{"key":"63_CR11","doi-asserted-by":"crossref","unstructured":"Menai, M.E.B., Alsaeedan, W.: Genetic algorithm for Arabic word sense disambiguation. In: 13th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel\/Distributed Computing, pp. 195\u2013200. IEEE(2012)","DOI":"10.1109\/SNPD.2012.38"},{"key":"63_CR12","unstructured":"Classify Sentences via a Recurrent Neural Network (LSTM). https:\/\/austingwalters.com\/classify-sentences-via-a-recurrent- neural-network-lstm\/. Accessed 3 May 2021"},{"issue":"5","key":"63_CR13","doi-asserted-by":"publisher","first-page":"1500","DOI":"10.3390\/w12051500","volume":"12","author":"H Apaydin","year":"2020","unstructured":"Apaydin, H., Feizi, H., Sattari, M.T., Colak, M.S., Shamshirband, S., Chau, K.W.: Comparative analysis of recurrent neural network architectures for reservoir inflow forecasting. Water 12(5), 1500 (2020)","journal-title":"Water"},{"issue":"1A","key":"63_CR14","first-page":"215","volume":"13","author":"M Hadni","year":"2016","unstructured":"Hadni, M., Ouatik, S.E.A., Lachkar, A.: Word sense disambiguation for Arabic text categorization. Int. Arab J. Inf. Technol. 13(1A), 215\u2013222 (2016)","journal-title":"Int. Arab J. Inf. Technol."},{"key":"63_CR15","unstructured":"El-Gamml, M.M., Fakhr, M.W., Rashwan, M.A., Al-Said, A.B.: A comparative study for Arabic word sense disambiguation using document preprocessing and machine learning techniques. In: Arabic Language Technology International Conference, Bibliotheca Alexandrina, CBA\u201911, Alexandria, Egypt (2011)"},{"key":"63_CR16","doi-asserted-by":"crossref","unstructured":"Merhbene, L., Zouaghi, A., Zrigui, M.: An experimental study for some supervised lexical disambiguation methods of Arabic language. In: Fourth International Conference on Information and Communication Technology and Accessibility (ICTA), pp. 1\u20136. IEEE (2013)","DOI":"10.1109\/ICTA.2013.6815307"},{"key":"63_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"308","DOI":"10.1007\/978-3-319-91947-8_32","volume-title":"Natural Language Processing and Information Systems","author":"R Laatar","year":"2018","unstructured":"Laatar, R., Aloulou, C., Belghuith, L.H.: Word2vec for Arabic word sense disambiguation. In: Silberztein, M., Atigui, F., Kornyshova, E., M\u00e9tais, E., Meziane, F. (eds.) NLDB 2018. LNCS, vol. 10859, pp. 308\u2013311. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-91947-8_32"},{"key":"63_CR18","unstructured":"Eid, M.S., Al-Said, A.B., Wanas, N.M., Rashwan, M.A., Hegazy, N.H.: Comparative study of Rocchio classifier applied to supervised WSD using Arabic lexical samples. In: Proceedings of the Tenth Conference of Language Engineering (SEOLEC\u20192010), Cairo, Egypt (2010)"},{"issue":"6","key":"63_CR19","doi-asserted-by":"publisher","first-page":"2567","DOI":"10.3390\/app11062567","volume":"11","author":"M El-Razzaz","year":"2021","unstructured":"El-Razzaz, M., Fakhr, M.W., Maghraby, F.A.: Arabic gloss WSD using BERT. Appl. Sci. 11(6), 2567 (2021)","journal-title":"Appl. Sci."},{"key":"63_CR20","doi-asserted-by":"crossref","unstructured":"Abood, R.H., Tiun, S.: A comparative study of open-domain and specific-domain word sense disambiguation based on Quranic information retrieval. In: MATEC Web of Conferences, vol. 135, p. 00071. EDP Sciences (2017)","DOI":"10.1051\/matecconf\/201713500071"},{"key":"63_CR21","unstructured":"Abderrahim, M.A., Abderrahim, M.E.A.: Arabic word sense disambiguation with conceptual density for information retrieval, vol. 06, Issue 01 (2018)"},{"issue":"6","key":"63_CR22","first-page":"473","volume":"38","author":"I Bounhas","year":"2011","unstructured":"Bounhas, I., Elayeb, B., Evrard, F., Slimani, Y.: Organizing contextual knowledge for Arabic text disambiguation and terminology extraction. Knowl. Organ. 38(6), 473\u2013490 (2011)","journal-title":"Knowl. Organ."},{"key":"63_CR23","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"655","DOI":"10.1007\/978-3-662-45550-0_68","volume-title":"On the Move to Meaningful Internet Systems: OTM 2014 Workshops","author":"N Soudani","year":"2014","unstructured":"Soudani, N., Bounhas, I., ElAyeb, B., Slimani, Y.: Toward an Arabic ontology for Arabic word sense disambiguation based on normalized dictionaries. In: Meersman, R., et al. (eds.) OTM 2014. LNCS, vol. 8842, pp. 655\u2013658. Springer, Heidelberg (2014). https:\/\/doi.org\/10.1007\/978-3-662-45550-0_68"},{"key":"63_CR24","unstructured":"Pinto, D., Rosso, P., Benajiba, Y., Ahachad, A., Jim\u00e9nez-Salazar, H.: Word sense induction in the Arabic language: a self-term expansion based approach. In: 7th Conference on Language Engineering of the Egyptian Society of Language Engineering-ESOLE, pp. 235\u2013245 (2007)"},{"key":"63_CR25","unstructured":"Vaswani, A., et al.: Attention is all you need. arXiv preprint arXiv:1706.03762 (2017)"},{"key":"63_CR26","unstructured":"Devlin, J., Chang, M.W., Lee, K., Toutanova, K.: BERT: pre-training of deep bidirectional transformers for language understanding. ArXiv:1810.04805 (2018)"},{"key":"63_CR27","unstructured":"Antoun, W., Baly, F., Hajj, H.: AraBERT: transformer-based model for Arabic language understanding. arXiv preprint arXiv:2003.00104 (2020)"},{"key":"63_CR28","doi-asserted-by":"crossref","unstructured":"Abdul-Mageed, M., Elmadany, A., Nagoudi, E.M.B.: ARBERT & MARBERT: deep bidirectional transformers for Arabic. ArXiv:2101.01785 (2020)","DOI":"10.18653\/v1\/2021.acl-long.551"},{"key":"63_CR29","doi-asserted-by":"crossref","unstructured":"Safaya, A., Abdullatif, M., Yuret, D.: KUISAIL at SemEval-2020 task 12: BERT-CNN for offensive speech identification in social media. In: Proceedings of the Fourteenth Workshop on Semantic Evaluation, pp. 2054\u20132059 (2020)","DOI":"10.18653\/v1\/2020.semeval-1.271"},{"key":"63_CR30","unstructured":"Libovick\u00fd, J., Rosa, R., Fraser, A.: How language-neutral is multilingual BERT? arXiv preprint arXiv:1911.03310 (2019)"},{"key":"63_CR31","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1007\/978-3-030-85030-2_26","volume-title":"Advances in Computational Intelligence","author":"R Saidi","year":"2021","unstructured":"Saidi, R., Jarray, F., Mansour, M.: A BERT based approach for Arabic POS tagging. In: Rojas, I., Joya, G., Catal\u00e0, A. (eds.) IWANN 2021. LNCS, vol. 12861, pp. 311\u2013321. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-85030-2_26"},{"key":"63_CR32","unstructured":"Arabic WordNet. http:\/\/globalwordnet.org\/resources\/arabic-wordnet\/awn-browser\/. Accessed 15 Oct 2021"}],"container-title":["Lecture Notes in Networks and Systems","Intelligent Systems Design and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-96308-8_63","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,21]],"date-time":"2024-09-21T01:49:09Z","timestamp":1726883349000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-96308-8_63"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783030963071","9783030963088"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-96308-8_63","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"27 March 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ISDA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Systems Design and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 December 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 December 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"isda2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.mirlabs.net\/isda21\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}