{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T06:15:36Z","timestamp":1783059336987,"version":"3.54.6"},"reference-count":33,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T00:00:00Z","timestamp":1773619200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T00:00:00Z","timestamp":1773619200000},"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":[[2026,3,16]]},"DOI":"10.1109\/percomworkshops68308.2026.11585476","type":"proceedings-article","created":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T19:42:40Z","timestamp":1783021360000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["LLMs Explain\u2019t: A Post-Mortem on Semantic Interpretability in Transformer Models"],"prefix":"10.1109","author":[{"given":"Alhassan","family":"Abdelhalim","sequence":"first","affiliation":[{"name":"Universität Hamburg,Distributed Operating Systems Group,Department of Informatics,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Janick","family":"Edinger","sequence":"additional","affiliation":[{"name":"Universität Hamburg,Distributed Operating Systems Group,Department of Informatics,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"S\u00f6ren","family":"Laue","sequence":"additional","affiliation":[{"name":"Universität Hamburg,Machine Learning Group,Department of Informatics,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michaela","family":"Regneri","sequence":"additional","affiliation":[{"name":"Universität Hamburg,Machine Learning Group,Department of Informatics,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.52202\/075280-0950"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73390-1_18"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2024.105764"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3711857"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2021.107899"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/BigData52589.2021.9671988"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.5220\/0012231900003598"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/app15020493"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1162\/coli_a_00422"},{"key":"ref10","first-page":"52","article-title":"From distributional semantics to feature norms: grounding semantic models in human perceptual data","volume-title":"Proceedings of the 11th International Conference on Computational Semantics","author":"Fagarasan"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1162\/coli_a_00412"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1006"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/w19-4828"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W18-0107"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3233\/FAIA250973"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-3007"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1445"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.52202\/068431-1262"},{"key":"ref19","first-page":"3543","article-title":"Attention is not Explanation","volume-title":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). Association for Computational Linguistics","author":"Jain"},{"issue":"1","key":"ref20","first-page":"12","article-title":"A mathematical framework for transformer circuits","volume":"1","author":"Elhage","year":"2021","journal-title":"Transformer Circuits Thread"},{"key":"ref21","first-page":"279","article-title":"What do you mean, BERT?","volume-title":"Proceedings of the Society for Computation in Linguistics 2020","author":"Mickus"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1002"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1017\/S1351324921000267"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3758\/BF03192726"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1080\/02643294.2016.1147426"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1126\/science.1152876"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/0047-259X(75)90042-1"},{"key":"ref28","article-title":"Efficient estimation of word representations in vector space","author":"Mikolov","year":"2013"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref30","article-title":"BERT: Pre-training of deep bidirectional transformers for language understanding","volume-title":"NAACL 2019. Association for Computational Linguistics","author":"Devlin","year":"2019"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3758\/s13428-019-01243-z"},{"key":"ref32","article-title":"Efficient estimation of word representations in vector space","volume-title":"International Conference on Learning Representations","author":"Mikolov"},{"key":"ref33","volume-title":"ode and data","author":"Herasimchyk","year":"2025"}],"event":{"name":"2026 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)","location":"Pisa, Italy","start":{"date-parts":[[2026,3,16]]},"end":{"date-parts":[[2026,3,20]]}},"container-title":["2026 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11585185\/11585186\/11585476.pdf?arnumber=11585476","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T05:17:08Z","timestamp":1783055828000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11585476\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,16]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/percomworkshops68308.2026.11585476","relation":{},"subject":[],"published":{"date-parts":[[2026,3,16]]}}}