{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T15:24:08Z","timestamp":1780673048148,"version":"3.54.1"},"reference-count":44,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T00:00:00Z","timestamp":1743897600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T00:00:00Z","timestamp":1743897600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,4,6]]},"DOI":"10.1109\/icassp49660.2025.10889281","type":"proceedings-article","created":{"date-parts":[[2025,3,12]],"date-time":"2025-03-12T13:52:43Z","timestamp":1741787563000},"page":"1-5","source":"Crossref","is-referenced-by-count":6,"title":["Exploring the Robustness of In-Context Learning with Noisy Labels"],"prefix":"10.1109","author":[{"given":"Chen","family":"Cheng","sequence":"first","affiliation":[{"name":"ShanghaiTech University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xinzhi","family":"Yu","sequence":"additional","affiliation":[{"name":"Fudan University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Haodong","family":"Wen","sequence":"additional","affiliation":[{"name":"Xi&#x2019;an Jiaotong University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jingsong","family":"Sun","sequence":"additional","affiliation":[{"name":"Xi&#x2019;an Jiaotong University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guanzhang","family":"Yue","sequence":"additional","affiliation":[{"name":"Peking University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yihao","family":"Zhang","sequence":"additional","affiliation":[{"name":"Peking University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zeming","family":"Wei","sequence":"additional","affiliation":[{"name":"Peking University"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Gpt-4 technical report","author":"Achiam","year":"2023"},{"key":"ref2","author":"Aky\u00fcrek","year":"2023","journal-title":"What learning algorithm is in-context learning? investigations with linear models"},{"key":"ref3","article-title":"The falcon series of open language models","author":"Almazrouei","year":"2023"},{"key":"ref4","author":"Bai","year":"2023","journal-title":"Transformers as statisticians: Provable in-context learning with in-context algorithm selection"},{"key":"ref5","article-title":"Understanding in-context learning in transformers and LLMs by learning to learn discrete functions","volume-title":"ICLR","author":"Bhattamishra"},{"key":"ref6","article-title":"Training verifiers to solve math word problems","author":"Cobbe","year":"2021"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/SIBGRAPI51738.2020.00010"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.emnlp-main.64"},{"key":"ref10","author":"Touvron","year":"2023","journal-title":"Llama 2: Open foundation and fine-tuned chat models"},{"key":"ref11","author":"Brown","year":"2020","journal-title":"Language models are few-shot learners"},{"key":"ref12","article-title":"Rethinking invariance in in-context learning","volume-title":"ICML 2024 Workshop on Theoretical Foundations of Foundation Models","author":"Fang"},{"key":"ref13","author":"Garg","year":"2023","journal-title":"What can transformers learn in-context? a case study of simple function classes"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482204"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01249-6_9"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.tics.2022.10.004"},{"key":"ref17","first-page":"2304","article-title":"Mentornet: Learning data-driven curriculum for very deep neural networks on corrupted labels","volume-title":"International conference on machine learning","author":"Jiang"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/n19-1328"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00019"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00519"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.acl-long.279"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2012.2223460"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.emnlp-main.759"},{"key":"ref24","article-title":"Learning with noisy labels","volume":"26","author":"Natarajan","year":"2013","journal-title":"Advances in neural information processing systems"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.240"},{"key":"ref26","author":"Radford","year":"2019","journal-title":"Language models are unsupervised multitask learners"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3152527"},{"key":"ref28","author":"Vaswani","year":"2017","journal-title":"Attention is all you need"},{"key":"ref29","article-title":"Transformers learn in-context by gradient descent","volume-title":"ICML","author":"Von Oswald"},{"key":"ref30","article-title":"A theoretical understanding of self-correction through in-context alignment","author":"Wang","year":"2024"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00906"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00041"},{"key":"ref33","article-title":"Jailbreak and guard aligned language models with only few in-context demonstrations","author":"Wei","year":"2023"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-96-0602-3_18"},{"key":"ref35","author":"Wies","year":"2023","journal-title":"The learnability of in-context learning"},{"key":"ref36","article-title":"Fundamental limitations of alignment in large language models","author":"Wolf","year":"2023"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.findings-acl.299"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298885"},{"key":"ref39","article-title":"An explanation of in-context learning as implicit bayesian inference","volume-title":"International Conference on Learning Representations","author":"Xie"},{"key":"ref40","first-page":"17773","article-title":"What makes good examples for visual in-context learning?","volume":"36","author":"Zhang","year":"2023","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i12.17319"},{"key":"ref42","article-title":"Judging LLM-as-a-judge with MT-bench and chatbot arena","volume-title":"Thirty-seventh Conference on Neural Information Processing Systems Datasets and Benchmarks Track","author":"Zheng"},{"key":"ref43","article-title":"Improved few-shot jailbreaking can circumvent aligned language models and their defenses","volume-title":"The Thirty-eighth Annual Conference on Neural Information Processing Systems","author":"Zheng"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.insights-1.8"}],"event":{"name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"Hyderabad, India","start":{"date-parts":[[2025,4,6]]},"end":{"date-parts":[[2025,4,11]]}},"container-title":["ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10887540\/10887541\/10889281.pdf?arnumber=10889281","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T05:20:57Z","timestamp":1774416057000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10889281\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,6]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/icassp49660.2025.10889281","relation":{},"subject":[],"published":{"date-parts":[[2025,4,6]]}}}