{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T23:19:22Z","timestamp":1777591162802,"version":"3.51.4"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3525493","type":"journal-article","created":{"date-parts":[[2025,1,2]],"date-time":"2025-01-02T19:32:30Z","timestamp":1735846350000},"page":"3707-3725","source":"Crossref","is-referenced-by-count":10,"title":["Leveraging ChatGPT for Enhancing Arabic NLP: Application for Semantic Role Labeling and Cross-Lingual Annotation Projection"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-3024-779X","authenticated-orcid":false,"given":"Ferial","family":"Senator","sequence":"first","affiliation":[{"name":"Department of Computer Science, Faculty of Sciences, Setif 1 University-Ferhat ABBAS, Setif, Algeria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdelaziz","family":"Lakhfif","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Faculty of Sciences, Setif 1 University-Ferhat ABBAS, Setif, Algeria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5168-2449","authenticated-orcid":false,"given":"Imene","family":"Zenbout","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Faculty of Sciences, Setif 1 University-Ferhat ABBAS, Setif, Algeria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-5255-0851","authenticated-orcid":false,"given":"Hanane","family":"Boutouta","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Faculty of Sciences, Setif 1 University-Ferhat ABBAS, Setif, Algeria"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-7222-393X","authenticated-orcid":false,"given":"Chahrazed","family":"Mediani","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Faculty of Sciences, Setif 1 University-Ferhat ABBAS, Setif, Algeria"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2305016120"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1613\/jair.2863"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.319"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3115\/1075096.1075098"},{"key":"ref5","first-page":"1345","article-title":"Who feels what and why? Annotation of a literature corpus with semantic roles of emotions","volume-title":"Proc. 27th Int. Conf. Comput. Linguistics","author":"Kim"},{"key":"ref6","first-page":"1554","article-title":"GoodNewsEveryone: A corpus of news headlines annotated with emotions, semantic roles, and reader perception","volume-title":"Proc. 12th Lang. Resour. Eval. Conf.","author":"Bostan"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICAECCS56710.2023.10104732"},{"key":"ref8","article-title":"AnnoLLM: Making large language models to be better crowdsourced annotators","author":"He","year":"2023","journal-title":"arXiv:2303.16854"},{"key":"ref9","first-page":"1877","article-title":"Language models are few-shot learners","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Brown"},{"key":"ref10","article-title":"LaMDA: Language models for dialog applications","author":"Thoppilan","year":"2022","journal-title":"arXiv:2201.08239"},{"issue":"240","key":"ref11","first-page":"1","article-title":"Palm: Scaling language modeling with pathways","volume":"24","author":"Chowdhery","year":"2022","journal-title":"J. Mach. Learn. Res."},{"key":"ref12","article-title":"Palm 2 technical report","volume-title":"arXiv:2305.10403","author":"Anil","year":"2023"},{"key":"ref13","article-title":"ChatGPT is on the horizon: Could a large language model be suitable for intelligent traffic safety research and applications?","author":"Zheng","year":"2023","journal-title":"arXiv:2303.05382"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.emnlp-main.85"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1108\/LHTN-01-2023-0009"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.17762\/ijritcc.v11i3s.6161"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-47240-4_19"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.newsum-1.1"},{"key":"ref19","article-title":"How good are GPT models at machine translation? A comprehensive evaluation","author":"Hendy","year":"2023","journal-title":"arXiv:2302.09210"},{"key":"ref20","article-title":"A comprehensive capability analysis of GPT-3 and GPT-3.5 series models","author":"Ye","year":"2023","journal-title":"arXiv:2303.10420"},{"key":"ref21","article-title":"Is GPT-3 a good data annotator?","author":"Ding","year":"2022","journal-title":"arXiv:2212.10450"},{"key":"ref22","article-title":"Exploring the feasibility of ChatGPT for event extraction","author":"Gao","year":"2023","journal-title":"arXiv:2303.03836"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3543873.3587368"},{"key":"ref24","article-title":"Accuracy and political bias of news source credibility ratings by large language models","author":"Yang","year":"2023","journal-title":"arXiv:2304.00228"},{"key":"ref25","volume-title":"Chatgpt: Beginning of an End of Manual Linguistic Data Annotation? Use Case of Automatic Genre Identification","author":"Kuzman","year":"2023"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.sigdial-1.23"},{"key":"ref27","article-title":"ChatGPT-4 outperforms experts and crowd workers in annotating political Twitter messages with zero-shot learning","author":"T\u00f6rnberg","year":"2023","journal-title":"arXiv:2304.06588"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.emnlp-main.92"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.54097\/fcis.v2i2.4465"},{"key":"ref30","volume-title":"ChatGPT: Optimizing Language Models for Dialogue","year":"2022"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.bea-1.53"},{"key":"ref32","article-title":"Automated annotation with generative AI requires validation","author":"Pangakis","year":"2023","journal-title":"arXiv:2306.00176"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.emnlp-main.16"},{"key":"ref34","article-title":"Taqyim: Evaluating Arabic NLP tasks using ChatGPT models","author":"Alyafeai","year":"2023","journal-title":"arXiv:2306.16322"},{"key":"ref35","article-title":"Evaluation of ChatGPT for NLP-based mental health applications","author":"Lamichhane","year":"2023","journal-title":"arXiv:2303.15727"},{"key":"ref36","article-title":"Leveraging ChatGPT as text annotation tool for sentiment analysis","author":"Belal","year":"2023","journal-title":"arXiv:2306.17177"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-35995-8_26"},{"key":"ref38","article-title":"Bias in emotion recognition with ChatGPT","author":"Wake","year":"2023","journal-title":"arXiv:2310.11753"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.findings-emnlp.878"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.newsum-1.2"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.emnlp-main.491"},{"key":"ref42","article-title":"ChatGPT a good translator? Yes with GPT-4 as the engine","author":"Jiao","year":"2023","journal-title":"arXiv:2301.08745"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.findings-emnlp.373"},{"key":"ref44","volume-title":"Chatgpt for Arabic-english Translation: Evaluating the Accuracy","author":"Khoshafah","year":"2023"},{"key":"ref45","article-title":"Is ChatGPT a good translator? Yes with GPT-4 as the engine","author":"Jiao","year":"2023","journal-title":"arXiv:2301.08745"},{"key":"ref46","article-title":"How to design translation prompts for ChatGPT: An empirical study","author":"Gao","year":"2023","journal-title":"arXiv:2304.02182"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.24003\/emitter.v11i2.812"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.3390\/info11090430"},{"key":"ref49","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2018","journal-title":"arXiv:1810.04805"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00343"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.findings-acl.248"},{"key":"ref52","first-page":"2207","article-title":"Cross-lingual retrieval for iterative self-supervised training","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Tran"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/10820541.pdf?arnumber=10820541","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,10]],"date-time":"2025-01-10T20:46:59Z","timestamp":1736542019000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10820541\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":52,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3525493","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}