{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T00:47:50Z","timestamp":1780447670203,"version":"3.54.1"},"reference-count":19,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,7,17]],"date-time":"2024-07-17T00:00:00Z","timestamp":1721174400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,7,17]],"date-time":"2024-07-17T00:00:00Z","timestamp":1721174400000},"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":[[2024,7,17]]},"DOI":"10.1109\/iisa62523.2024.10786704","type":"proceedings-article","created":{"date-parts":[[2024,12,18]],"date-time":"2024-12-18T19:24:35Z","timestamp":1734549875000},"page":"1-4","source":"Crossref","is-referenced-by-count":4,"title":["A Comparative Analysis of Transformer Models in Zero-Shot Text Classification"],"prefix":"10.1109","author":[{"given":"Konstantinos","family":"Kyritsis","sequence":"first","affiliation":[{"name":"University of Peloponnese,Electrical &#x0026; Computer Engineering Dept.,Patras,Greece,26334"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Charalampos M.","family":"Liapis","sequence":"additional","affiliation":[{"name":"University of Patras,Mathematics Dept.,Patras,Greece,26504"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nikolaos","family":"Spatiotis","sequence":"additional","affiliation":[{"name":"University of Peloponnese,Electrical &#x0026; Computer Engineering Dept.,Patras,Greece,26334"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Isidoros","family":"Perikos","sequence":"additional","affiliation":[{"name":"University of Peloponnese,Electrical &#x0026; Computer Engineering Dept.,Patras,Greece,26334"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael","family":"Paraskevas","sequence":"additional","affiliation":[{"name":"University of Peloponnese,Electrical &#x0026; Computer Engineering Dept.,Patras,Greece,26334"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","first-page":"6518","article-title":"A Survey of Text Classification With Transformers: How Wide? How Large? How Long? How Accurate? How Expensive? How Safe?","volume-title":"IEEE Access","volume":"12","author":"Fields","year":"2024"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.5772\/intechopen.112627"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/bcd57833.2023.10466289"},{"key":"ref4","article-title":"Benchmarking zero-shot text classification: Datasets, evaluation and entailment approach","author":"Wenpeng","year":"2019","journal-title":"arXiv preprint"},{"key":"ref5","article-title":"In-tegrating semantic knowledge to tackle zero-shot text classification","author":"Jingqing","year":"2019","journal-title":"arXiv preprint"},{"key":"ref6","article-title":"Zero-shot text classification with generative language models","author":"Raul","year":"2019","journal-title":"arXiv preprint"},{"key":"ref7","first-page":"125","article-title":"ZeroBERTo: Leveraging zero-shot text classification by topic mod-eling","volume-title":"International Conference on Computational Processing of the Portuguese Language","author":"Alexandre"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3582768.3582795"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.findings-emnlp.198"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1075"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-1101"},{"key":"ref12","article-title":"DeBERTa: Decoding-enhanced BERT with Disentangled Attention","volume-title":"arXiv","author":"He","year":"2021"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.441"},{"key":"ref14","article-title":"DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing","author":"He","year":"2023","journal-title":"arXiv"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/n18-1074"},{"key":"ref16","article-title":"RoBERTa: A Robustly Optimized BERT Pretraining Approach","volume-title":"arXiv","author":"Liu","year":"2019"},{"key":"ref17","article-title":"DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter","author":"Sanh","year":"2020","journal-title":"arXiv"},{"key":"ref18","doi-asserted-by":"crossref","DOI":"10.1109\/BigData52589.2021.9671819","article-title":"Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization","volume-title":"arXiv","author":"Zheng","year":"2021"},{"key":"ref19","article-title":"BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension","volume-title":"arXiv","author":"Lewis","year":"2019"}],"event":{"name":"2024 15th International Conference on Information, Intelligence, Systems &amp; Applications (IISA)","location":"Chania Crete, Greece","start":{"date-parts":[[2024,7,17]]},"end":{"date-parts":[[2024,7,19]]}},"container-title":["2024 15th International Conference on Information, Intelligence, Systems &amp;amp; Applications (IISA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10786587\/10786610\/10786704.pdf?arnumber=10786704","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,19]],"date-time":"2024-12-19T06:25:12Z","timestamp":1734589512000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10786704\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,17]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/iisa62523.2024.10786704","relation":{},"subject":[],"published":{"date-parts":[[2024,7,17]]}}}