{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T18:15:45Z","timestamp":1780510545759,"version":"3.54.1"},"reference-count":65,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,12,10]],"date-time":"2023-12-10T00:00:00Z","timestamp":1702166400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,10]],"date-time":"2023-12-10T00:00:00Z","timestamp":1702166400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,12,10]]},"DOI":"10.1109\/wsc60868.2023.10408017","type":"proceedings-article","created":{"date-parts":[[2024,1,31]],"date-time":"2024-01-31T18:30:14Z","timestamp":1706725814000},"page":"2920-2931","source":"Crossref","is-referenced-by-count":25,"title":["GPT-Based Models Meet Simulation: How to Efficiently use Large-Scale Pre-Trained Language Models Across Simulation Tasks"],"prefix":"10.1109","author":[{"given":"Philippe J.","family":"Giabbanelli","sequence":"first","affiliation":[{"name":"Miami University,Department of Computer Science & Software Engineering,Oxford,OH,USA,45056"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"issue":"100","key":"ref1","first-page":"71","article-title":"World Blindness and Visual Impairment: Despite Many Successes, the Problem is Growing","volume":"30","author":"Ackland","year":"2017","journal-title":"Community Eye Health"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.23919\/SpringSim.2019.8732901"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.csl.2021.101276"},{"key":"ref4","doi-asserted-by":"crossref","DOI":"10.21203\/rs.3.rs-2895792\/v1","article-title":"A Categorical Archive of ChatGPT Failures","author":"Borji","year":"2023"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/IV53921.2021.00052"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1098\/rsos.172096"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13686"},{"key":"ref8","article-title":"Palm: Scaling Language Modeling With Pathways","author":"Chowdhery","year":"2022"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2016.10.037"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3390\/su14137938"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-023-00626-4"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3554727"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/DS-RT47707.2019.8958703"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1002\/2016WR019373"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.4614228"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3531146.3533229"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1613\/jair.5477"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/WSC57314.2022.10015436"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/WSC40007.2019.9004755"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s13278-022-00886-9"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/info14030196"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.18564\/jasss.3669"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.coling-main.179"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-17785-2"},{"key":"ref25","article-title":"Few-Shot Table-to-Text Generation with Prompt-based Adapter","author":"Guo","year":"2023"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.12.011"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1080\/08989621.2023.2185514"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.tibs.2019.06.004"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/WSC57314.2022.10015509"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3390\/atmos10090488"},{"key":"ref32","article-title":"ArguGPT: Evaluating, Understanding and Identifying Argumentative Essays Generated by GPT Models","author":"Liu","year":"2023"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3583131.3590481"},{"key":"ref34","article-title":"Can Large Language Models Build Causal Graphs?","author":"Long","year":"2023"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3114770"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1038\/s41559-023-02063-3"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/WSC57314.2022.10015270"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2018.8632407"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/WSC40007.2019.9004895"},{"issue":"1","key":"ref40","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":"The Journal of Machine Learning Research"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3390\/ai4020019"},{"key":"ref42","article-title":"Graph-based Approaches to Text Generation","volume-title":"Ph. D. thesis","author":"Rodrigues Ribeiro","year":"2022"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3390\/healthcare11060887"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-21902-4_31"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/WSC57314.2022.10015340"},{"key":"ref46","article-title":"Innovations in Neural Data-to-Text Generation","author":"Sharma","year":"2022"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/WSC57314.2022.10015446"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/WSC57314.2022.10015274"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1002\/9781119792642.ch13"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1027\/1864-9335\/a000425"},{"key":"ref51","article-title":"Using Deepspeed and Megatron to Train Megatron-turing NLG 530b, a Large-scale Generative Language Model","author":"Smith","year":"2022"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.acl-long.115"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/3530811"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1126\/science.adg7879"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1038\/d41586-023-00288-7"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijdrr.2019.101139"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.eng.2022.04.024"},{"key":"ref58","article-title":"A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT","author":"White","year":"2023"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.copsyc.2018.11.005"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-00813-6"},{"key":"ref61","first-page":"107","article-title":"Improving Text-to-Text Pre-trained Models for the Graph-to-Text Task","volume-title":"Proc. 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+)","author":"Yang"},{"key":"ref62","article-title":"Understanding Causality with Large Language Models: Feasibility and Opportunities","author":"Zhang","year":"2023"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/3595293"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1631\/FITEE.2300089"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1021\/acs.est.3c01818"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14519"}],"event":{"name":"2023 Winter Simulation Conference (WSC)","location":"San Antonio, TX, USA","start":{"date-parts":[[2023,12,10]]},"end":{"date-parts":[[2023,12,13]]}},"container-title":["2023 Winter Simulation Conference (WSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10406299\/10407113\/10408017.pdf?arnumber=10408017","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T23:51:53Z","timestamp":1706831513000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10408017\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,10]]},"references-count":65,"URL":"https:\/\/doi.org\/10.1109\/wsc60868.2023.10408017","relation":{},"subject":[],"published":{"date-parts":[[2023,12,10]]}}}