{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T13:47:19Z","timestamp":1774964839153,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":24,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,10,26]],"date-time":"2021-10-26T00:00:00Z","timestamp":1635206400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,10,26]]},"DOI":"10.1145\/3459637.3482204","type":"proceedings-article","created":{"date-parts":[[2021,11,15]],"date-time":"2021-11-15T15:31:19Z","timestamp":1636990279000},"page":"3024-3028","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":13,"title":["Towards Robustness to Label Noise in Text Classification via Noise Modeling"],"prefix":"10.1145","author":[{"given":"Siddhant","family":"Garg","sequence":"first","affiliation":[{"name":"Amazon Alexa AI, Sunnyvale, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Goutham","family":"Ramakrishnan","sequence":"additional","affiliation":[{"name":"Health at Scale Corporation, San Jose, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Varun","family":"Thumbe","sequence":"additional","affiliation":[{"name":"KLA Corporation, Ann Arbor, MI, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,10,30]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2007.21"},{"key":"e_1_3_2_2_2_1","volume-title":"Proceedings of the 36th International Conference on Machine Learning (Proceedings of Machine Learning Research","volume":"321","author":"Arazo Eric","year":"2019"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13278-017-0478-6"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2013.2292894"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-1001"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1062745.1062778"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/1837885.1837906"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2861992"},{"key":"e_1_3_2_2_10_1","volume-title":"Proceedings of the 35th International Conference on Machine Learning, Jennifer Dy and Andreas Krause (Eds.). PMLR. http:\/\/proceedings.mlr.press\/v80\/jiang18c.html","author":"Jiang Lu","year":"2018"},{"key":"e_1_3_2_2_11_1","volume-title":"Proceedings of North American Chapter of the Association of Computational Linguistics","author":"Jindal Ishan","year":"2019"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-2007"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1181"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N19-1051"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.3115\/1072228.1072378"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2011.36"},{"key":"e_1_3_2_2_17_1","volume-title":"Manning","author":"Pennington Jeffrey","year":"2014"},{"key":"e_1_3_2_2_18_1","unstructured":"Scott E. Reed Honglak Lee Dragomir Anguelov Christian Szegedy Dumitru Erhan and Andrew Rabinovich. 2015. Training Deep Neural Networks on Noisy Labels with Bootstrapping. In ICLR (Workshop) Yoshua Bengio and Yann LeCun (Eds.). http:\/\/dblp.uni-trier.de\/db\/conf\/iclr\/iclr2015w.html#ReedLASER14  Scott E. Reed Honglak Lee Dragomir Anguelov Christian Szegedy Dumitru Erhan and Andrew Rabinovich. 2015. Training Deep Neural Networks on Noisy Labels with Bootstrapping. In ICLR (Workshop) Yoshua Bengio and Yann LeCun (Eds.). http:\/\/dblp.uni-trier.de\/db\/conf\/iclr\/iclr2015w.html#ReedLASER14"},{"key":"e_1_3_2_2_19_1","volume-title":"Proceedings of the 36th International Conference on Machine Learning,, Kamalika Chaudhuri and Ruslan Salakhutdinov (Eds.). PMLR. http:\/\/proceedings.mlr.press\/v97\/thulasidasan19a.html","author":"Thulasidasan Sunil","year":"2019"},{"key":"e_1_3_2_2_20_1","volume-title":"The Devil of Face Recognition is in the Noise. arXiv preprint arXiv:1807.11649","author":"Wang Fei","year":"2018"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3309543"},{"key":"e_1_3_2_2_22_1","volume-title":"Understanding deep learning requires rethinking generalization. ICLR","author":"Zhang Chiyuan","year":"2016"},{"key":"e_1_3_2_2_23_1","volume-title":"International Conference on Learning Representations. https:\/\/openreview.net\/forum?id=r1Ddp1-Rb","author":"Zhang Hongyi","year":"2018"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"crossref","unstructured":"Aleksandar Zlateski Ronnachai Jaroensri Prafull Sharma and Fredo Durand. 2018. On the Importance of Label Quality for Semantic Segmentation. In CVPR. 1479--1487. https:\/\/doi.org\/10.1109\/CVPR.2018.00160  Aleksandar Zlateski Ronnachai Jaroensri Prafull Sharma and Fredo Durand. 2018. On the Importance of Label Quality for Semantic Segmentation. In CVPR. 1479--1487. https:\/\/doi.org\/10.1109\/CVPR.2018.00160","DOI":"10.1109\/CVPR.2018.00160"}],"event":{"name":"CIKM '21: The 30th ACM International Conference on Information and Knowledge Management","location":"Virtual Event Queensland Australia","acronym":"CIKM '21","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 30th ACM International Conference on Information & Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3459637.3482204","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3459637.3482204","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:12:12Z","timestamp":1750191132000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3459637.3482204"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,26]]},"references-count":24,"alternative-id":["10.1145\/3459637.3482204","10.1145\/3459637"],"URL":"https:\/\/doi.org\/10.1145\/3459637.3482204","relation":{},"subject":[],"published":{"date-parts":[[2021,10,26]]},"assertion":[{"value":"2021-10-30","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}