{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,6]],"date-time":"2026-06-06T17:00:33Z","timestamp":1780765233487,"version":"3.54.1"},"reference-count":184,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"European Union\u2019s Horizon Program through the 6G-Bricks Project","award":["101096954"],"award-info":[{"award-number":["101096954"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Commun. Surv. Tutorials"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/comst.2024.3395414","type":"journal-article","created":{"date-parts":[[2024,4,30]],"date-time":"2024-04-30T20:16:00Z","timestamp":1714508160000},"page":"2769-2797","source":"Crossref","is-referenced-by-count":13,"title":["Machine Learning in FCAPS: Toward Enhanced Beyond 5G Network Management"],"prefix":"10.1109","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1290-8054","authenticated-orcid":false,"given":"Abdelkader","family":"Mekrache","sequence":"first","affiliation":[{"name":"Communication Systems Department, EURECOM, Biot, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0972-3091","authenticated-orcid":false,"given":"Adlen","family":"Ksentini","sequence":"additional","affiliation":[{"name":"Communication Systems Department, EURECOM, Biot, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8774-1052","authenticated-orcid":false,"given":"Christos","family":"Verikoukis","sequence":"additional","affiliation":[{"name":"University of Patras, Patras, Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/WETICE.2009.21"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/SYSOSE.2007.4304218"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-1967-3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-tutorials.1"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MVT.2024.3359357"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/5GWF.2018.8517073"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2922677"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2018.09.029"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CCDC.2009.5192712"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/HPSR54439.2022.9831286"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/app13010448"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2719862"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2938410"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-66288-2_1"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2019.2948420"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2020.103298"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.130.2200352"},{"key":"ref18","volume-title":"A survey of the state of the art in the application of reasoning techniques for network configuration management","author":"Zahiragic","year":"2006"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.vehcom.2021.100398"},{"key":"ref20","article-title":"Knowledge-enhanced neural machine reasoning: A review","author":"Chowdhury","year":"2023","journal-title":"arXiv:2302.02093"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978386"},{"key":"ref22","article-title":"A survey on graph neural networks for knowledge graph completion","author":"Arora","year":"2020","journal-title":"arXiv:2007.12374"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3371873"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.112948"},{"issue":"1","key":"ref25","first-page":"327","article-title":"Neural-symbolic learning and reasoning: A survey and interpretation","volume":"342","author":"Garcez","year":"2022","journal-title":"Neuro Symbolic Artif. Intell. State Art"},{"issue":"4","key":"ref26","first-page":"611","article-title":"Neural-symbolic computing: An effective methodology for principled integration of machine learning and reasoning","volume":"6","author":"Garcez","year":"2019","journal-title":"J. Appl. Logics"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2019.08.001"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-tutorials.7"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.acl-long.294"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.findings-acl.67"},{"key":"ref31","volume-title":"LLM reasoning papers","year":"2023"},{"key":"ref32","article-title":"Machine reasoning explainability","author":"Cyras","year":"2020","journal-title":"arXiv:2009.00418"},{"key":"ref33","volume-title":"FCAPS management for the smart grid high-level summary","author":"Greenfield","year":"2009"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ISPA-BDCloud-SocialCom-SustainCom51426.2020.00212"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-013-5335-x"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-6747-1_23"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/4284.4286"},{"key":"ref38","first-page":"1017","article-title":"Logic programming","volume-title":"Encyclopedia of Computer Science","author":"Kowalski","year":"2003"},{"key":"ref39","volume-title":"A Guide to Expert Systems","author":"Waterman","year":"1985"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1017\/cbo9780511816833.015"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/2.53"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-85434-0_3"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/2187836.2187924"},{"key":"ref44","article-title":"Bayesian networks","volume-title":"Encyclopedia of Statistics in Quality and Reliability","author":"Pearl","year":"2011"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-006-5833-1"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1002\/9781118557426.ch1"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/S0959-440X(96)80056-X"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"key":"ref49","article-title":"Proximal policy optimization algorithms","author":"Schulman","year":"2017","journal-title":"arXiv:1707.06347"},{"key":"ref50","first-page":"1889","article-title":"Trust region policy optimization","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Schulman"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2012.2218595"},{"key":"ref52","volume-title":"Deep Learning","author":"Goodfellow","year":"2016"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref54","first-page":"1","article-title":"Reasoning with transformer-based models: Deep learning, but shallow reasoning","volume-title":"Proc. Int. Conf. Autom. Knowl. Base Construct. (AKBC)","author":"Helwe"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-3015-7_8"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107841"},{"key":"ref57","article-title":"When do we need GNN for node classification?","author":"Luan","year":"2022","journal-title":"arXiv:2210.16979"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/3488560.3501396"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.aiopen.2021.03.001"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-5006"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2023.126518"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i8.20795"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106275"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v43i1.19122"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.5555\/3045390.3045502"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2763440"},{"key":"ref67","first-page":"908","article-title":"Neural Markov logic networks","volume-title":"Proc. Uncertainty Artif. Intell.","author":"Marra"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2743240"},{"key":"ref70","article-title":"Playing Atari with deep reinforcement learning","author":"Mnih","year":"2013","journal-title":"arXiv:1312.5602"},{"key":"ref71","first-page":"1995","article-title":"Dueling network architectures for deep reinforcement learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Wang"},{"key":"ref72","article-title":"Continuous control with deep reinforcement learning","author":"Lillicrap","year":"2015","journal-title":"arXiv:1509.02971"},{"key":"ref73","first-page":"1861","article-title":"Soft actor\u2013critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Haarnoja"},{"key":"ref74","first-page":"1587","article-title":"Addressing function approximation error in actor\u2013critic methods","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Fujimoto"},{"key":"ref75","first-page":"1928","article-title":"Asynchronous methods for deep reinforcement learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Mnih"},{"key":"ref76","volume-title":"Neural symbolic and probabilistic logic papers","year":"2023"},{"key":"ref77","article-title":"Opportunities and challenges in explainable artificial intelligence (XAI): A survey","author":"Das","year":"2020","journal-title":"arXiv:2006.11371"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.3233\/SW-190374"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.23919\/ITU-WT.2018.8598115"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2015.2477945"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.2991\/ijcis.2017.10.1.13"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2844287"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2016.2517070"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/NaNA51271.2020.00059"},{"key":"ref85","first-page":"1","article-title":"Demonstration of fault localization in optical networks based on knowledge graph and graph neural network","volume-title":"Proc. Opt. Fiber Commun. Conf. Exhibit. (OFC)","author":"Li"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/JLT.2021.3071868"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE5003.2020.00014"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/GCWkshps56602.2022.10008527"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2023.110689"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1145\/3588195.3595943"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9747882"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.3390\/s19153408"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2016.2624761"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/HPCS.2017.31"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.3390\/s20236950"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS54207.2022.9789858"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2022.109485"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2015.2496224"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2012.6214334"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/VTCFall.2014.6965842"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/CAMAD52502.2021.9617771"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2021.3113054"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS.2018.8406171"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04968-2_10"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/NetSoft57336.2023.10175454"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1109\/IEMCON.2016.7746299"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3302264"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS47738.2020.9110399"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1145\/3544216.3544244"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-47602-5_5"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.3233\/AIS-160419"},{"issue":"5","key":"ref112","first-page":"501","article-title":"Dynamic resource allocation using a DRL method in 5G network","volume":"11","author":"Kaur","year":"2023","journal-title":"Int. J. Intell. Syst. Appl. Eng."},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1109\/CCGrid57682.2023.00035"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM46510.2021.9685820"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-017-0762-2"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3292392"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.2970276"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2017.2712136"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1109\/ISCC.2018.8538667"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCAS.2018.8768972"},{"key":"ref121","article-title":"Neuro-symbolic explainable artificial intelligence twin for zero-touch IoE in wireless network","author":"Munir","year":"2022","journal-title":"arXiv:2210.06649"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2300172"},{"key":"ref123","article-title":"Machine learning-assisted Bayesian inference for jamming detection in 5G NR","author":"Jere","year":"2023","journal-title":"arXiv:2304.13660"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2933859"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.3390\/app11146350"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.1016\/j.aeue.2017.01.025"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12040789"},{"key":"ref128","article-title":"SecureFalcon: The next cyber reasoning system for cyber security","author":"Ferrag","year":"2023","journal-title":"arXiv:2307.06616"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.1109\/HYDCON48903.2020.9242815"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1145\/3339252.3341490"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-019-02163-8"},{"key":"ref132","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2018.1700274"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2019.8885697"},{"key":"ref134","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2021.110103"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.2994144"},{"key":"ref136","doi-asserted-by":"publisher","DOI":"10.1109\/NoF50125.2020.9249137"},{"key":"ref137","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2021.03.024"},{"key":"ref138","article-title":"Automated attack and defense framework for 5G security on physical and logical layers","author":"Tian","year":"2019","journal-title":"arXiv:1902.04009"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.1900635"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.3389\/fncom.2022.872978"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3212586"},{"key":"ref142","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2022.103362"},{"key":"ref143","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.009.00366"},{"key":"ref144","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM48099.2022.10001371"},{"key":"ref145","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.111.2100322"},{"key":"ref146","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM54140.2023.10436766"},{"key":"ref147","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.002.2200318"},{"key":"ref148","doi-asserted-by":"publisher","DOI":"10.1109\/NetSoft57336.2023.10175438"},{"key":"ref149","doi-asserted-by":"publisher","DOI":"10.1109\/EuCNC\/6GSummit51104.2021.9482602"},{"key":"ref150","doi-asserted-by":"publisher","DOI":"10.1109\/NAS51552.2021.9605403"},{"key":"ref151","doi-asserted-by":"publisher","DOI":"10.1109\/VTC2020-Spring48590.2020.9128422"},{"key":"ref152","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3215919"},{"key":"ref153","doi-asserted-by":"publisher","DOI":"10.1109\/NetSoft57336.2023.10175449"},{"key":"ref154","doi-asserted-by":"publisher","DOI":"10.1109\/ICTC49870.2020.9289564"},{"key":"ref155","doi-asserted-by":"publisher","DOI":"10.1109\/NetSoft57336.2023.10175410"},{"key":"ref156","doi-asserted-by":"publisher","DOI":"10.1109\/ICOSST57195.2022.10016834"},{"key":"ref157","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2022.109457"},{"key":"ref158","doi-asserted-by":"publisher","DOI":"10.1145\/3589339"},{"key":"ref159","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2200504"},{"key":"ref160","doi-asserted-by":"publisher","DOI":"10.1016\/j.osn.2020.100571"},{"key":"ref161","doi-asserted-by":"publisher","DOI":"10.4324\/9781315782416-30"},{"key":"ref162","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-33792-6_5"},{"key":"ref163","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2018.08.035"},{"key":"ref164","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-024-02101-x"},{"key":"ref165","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2021.03.053"},{"key":"ref166","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOMWKSHPS54753.2022.9798020"},{"key":"ref167","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.2000508"},{"key":"ref168","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2890507"},{"key":"ref169","doi-asserted-by":"publisher","DOI":"10.1109\/CSCWD54268.2022.9776023"},{"key":"ref170","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3014356"},{"key":"ref171","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2022.08.086"},{"key":"ref172","doi-asserted-by":"publisher","DOI":"10.1007\/s10845-020-01618-6"},{"key":"ref173","volume-title":"Optimizing language models for dialogue","author":"ChatGPT","year":"2023"},{"issue":"240","key":"ref174","first-page":"1","article-title":"PALM: Scaling language modeling with pathways","volume":"24","author":"Chowdhery","year":"2023","journal-title":"J. Mach. Learn. Res."},{"key":"ref175","article-title":"Challenges and applications of large language models","author":"Kaddour","year":"2023","journal-title":"arXiv:2307.10169"},{"key":"ref176","article-title":"Emergent abilities of large language models","author":"Wei","year":"2022","journal-title":"arXiv:2206.07682"},{"key":"ref177","first-page":"22199","article-title":"Large language models are zero-shot reasoners","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"35","author":"Kojima"},{"key":"ref178","article-title":"Measuring mathematical problem solving with the math dataset","author":"Hendrycks","year":"2021","journal-title":"arXiv:2103.03874"},{"key":"ref179","article-title":"Large language models still can\u2019t plan (a benchmark for LLMs on planning and reasoning about change)","author":"Valmeekam","year":"2022","journal-title":"arXiv:2206.10498"},{"key":"ref180","article-title":"Scaling instruction-finetuned language models","author":"Chung","year":"2022","journal-title":"arXiv:2210.11416"},{"issue":"1","key":"ref181","first-page":"5485","article-title":"Exploring the limits of transfer learning with a unified text-to-text transformer","volume":"21","author":"Raffel","year":"2020","journal-title":"J. Mach. Learn. Res."},{"key":"ref182","article-title":"Large language models for telecom: Forthcoming impact on the industry","author":"Maatouk","year":"2023","journal-title":"arXiv:2308.06013"},{"key":"ref183","article-title":"Large language models for telecom: The next big thing?","author":"Bariah","year":"2023","journal-title":"arXiv:2306.10249"},{"key":"ref184","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.findings-emnlp.248"}],"container-title":["IEEE Communications Surveys &amp; Tutorials"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9739\/10762797\/10513359.pdf?arnumber=10513359","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T00:10:38Z","timestamp":1732666238000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10513359\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":184,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/comst.2024.3395414","relation":{},"ISSN":["1553-877X","2373-745X"],"issn-type":[{"value":"1553-877X","type":"electronic"},{"value":"2373-745X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}