{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,8]],"date-time":"2025-05-08T04:48:27Z","timestamp":1746679707154},"reference-count":19,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,12,5]],"date-time":"2023-12-05T00:00:00Z","timestamp":1701734400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,5]],"date-time":"2023-12-05T00:00:00Z","timestamp":1701734400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100002347","name":"Federal Ministry of Education and Research of Germany","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002347","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,12,5]]},"DOI":"10.1109\/ssci52147.2023.10371891","type":"proceedings-article","created":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T19:30:22Z","timestamp":1704137422000},"page":"318-322","source":"Crossref","is-referenced-by-count":3,"title":["Improving Natural Language Inference in Arabic Using Transformer Models and Linguistically Informed Pre-Training"],"prefix":"10.1109","author":[{"given":"Mohammad Majd Saad","family":"Al Deen","sequence":"first","affiliation":[{"name":"Fraunhofer IAIS and Hochschule Bonn-Rhein-Sieg,Sankt Augustin,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maren","family":"Pielka","sequence":"additional","affiliation":[{"name":"Fraunhofer IAIS,Sankt Augustin,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J\u00f6rn","family":"Hees","sequence":"additional","affiliation":[{"name":"Hochschule Bonn-Rhein-Sieg,Sankt Augustin,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bouthaina Soulef","family":"Abdou","sequence":"additional","affiliation":[{"name":"Fraunhofer IAIS and University of Bonn,Sankt Augustin,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rafet","family":"Sifa","sequence":"additional","affiliation":[{"name":"Fraunhofer IAIS and University of Bonn,Sankt Augustin,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"volume-title":"Natural Logic for Textual Inference","year":"2007","author":"Bill","key":"ref1"},{"article-title":"Finding Con-tradictions in Text","volume-title":"Proceedings of ACL-08: HLT","author":"de Marneffe","key":"ref2"},{"article-title":"Reading Comprehension as Natural Language Inference: A Semantic Analysis","volume-title":"Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics","author":"Mishra","key":"ref3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1082"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.7494\/csci.2023.24.2.4378"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1108\/eb026526"},{"key":"ref7","article-title":"Efficient estimation of word representations in vector space","author":"Mikolov","year":"2013","journal-title":"arXiv preprint"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ssci50451.2021.9659881"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1075"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1269"},{"article-title":"Baselines and Test Data for Cross-Lingual Inference","volume-title":"Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)","author":"Agi\u0107","key":"ref11"},{"article-title":"CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing","volume-title":"Proceedings of the Twelfth Language Resources and Evaluation Conference","author":"Obeid","key":"ref12"},{"volume-title":"AraBERT: Transformer-based Model for Arabic Language Understanding","year":"2020","author":"Antoun","key":"ref13"},{"volume-title":"Unsupervised Cross-lingual Representation Learning at Scale","year":"2019","author":"Conneau","key":"ref14"},{"key":"ref15","article-title":"BERT: Pretraining of Deep Bidirectional Transformers for Language Understanding","author":"Devlin","year":"2018","journal-title":"arXiv pre-print"},{"key":"ref16","article-title":"Towards Linguis-tically Informed Multi-Objective Pre-Training for Natural Language Inference","author":"Pielka","year":"2022","journal-title":"arXiv"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330701"},{"article-title":"Decoupled Weight Regularization","volume-title":"Proceedings of ICLR 2019","author":"Loshchilov","key":"ref18"},{"journal-title":"arXiv","article-title":"OpenAI: GPT-4 Technical Report","year":"2023","key":"ref19"}],"event":{"name":"2023 IEEE Symposium Series on Computational Intelligence (SSCI)","start":{"date-parts":[[2023,12,5]]},"location":"Mexico City, Mexico","end":{"date-parts":[[2023,12,8]]}},"container-title":["2023 IEEE Symposium Series on Computational Intelligence (SSCI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10371778\/10371788\/10371891.pdf?arnumber=10371891","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,13]],"date-time":"2024-01-13T00:23:00Z","timestamp":1705105380000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10371891\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,5]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/ssci52147.2023.10371891","relation":{},"subject":[],"published":{"date-parts":[[2023,12,5]]}}}