{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T06:49:52Z","timestamp":1762325392286,"version":"3.37.3"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T00:00:00Z","timestamp":1690848000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T00:00:00Z","timestamp":1690848000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T00:00:00Z","timestamp":1690848000000},"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":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2023,8,1]]},"DOI":"10.1109\/tkde.2022.3199570","type":"journal-article","created":{"date-parts":[[2022,8,17]],"date-time":"2022-08-17T19:39:09Z","timestamp":1660765149000},"page":"8300-8311","source":"Crossref","is-referenced-by-count":5,"title":["Nessy: A Neuro-Symbolic System for Label Noise Reduction"],"prefix":"10.1109","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7108-9917","authenticated-orcid":false,"given":"Alisa","family":"Smirnova","sequence":"first","affiliation":[{"name":"University of Fribourg, Fribourg, Switzerland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0350-0313","authenticated-orcid":false,"given":"Jie","family":"Yang","sequence":"additional","affiliation":[{"name":"Delft University of Technology, Delft, CD, Netherlands"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6831-0422","authenticated-orcid":false,"given":"Dingqi","family":"Yang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Internet of Things for Smart City and Department of Computer and Information Science, University of Macau, Macao SAR, China"}]},{"given":"Philippe","family":"Cudre-Mauroux","sequence":"additional","affiliation":[{"name":"University of Fribourg, Fribourg, Switzerland"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3446776"},{"key":"ref2","first-page":"576","article-title":"Learning to extract relations from the web using minimal supervision","volume-title":"Proc. 45th Annu. Meeting Assoc. Comput. Linguistics","author":"Bunescu"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3115\/1690219.1690287"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186033"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1239"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080832"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052708"},{"issue":"12","key":"ref8","first-page":"1","article-title":"Twitter sentiment classification using distant supervision","volume-title":"CS224N Project Rep. Stanford","volume":"1","author":"Go","year":"2009"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741083"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46478-7_34"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-009-0265-6"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3450069"},{"article-title":"Towards a rigorous science of interpretable machine learning","year":"2017","author":"Doshi-Velez","key":"ref13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15939-8_10"},{"key":"ref15","first-page":"721","article-title":"Reducing wrong labels in distant supervision for relation extraction","volume-title":"Proc. 50th Annu. Meeting Assoc. Comput. Linguistics","author":"Takamatsu"},{"key":"ref16","first-page":"54","article-title":"Pattern learning for relation extraction with a hierarchical topic model","volume-title":"Proc. 50th Annu. Meeting Assoc. Comput. Linguistics","author":"Alfonseca"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.2200\/s00169ed1v01y200901hlt002"},{"article-title":"Neural-symbolic computing: An effective methodology for principled integration of machine learning and reasoning","year":"2019","author":"Garcez","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273571"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3241741"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313599"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.14778\/3055540.3055547"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.2307\/2346806"},{"key":"ref24","first-page":"2035","article-title":"Whose vote should count more: Optimal integration of labels from labelers of unknown expertise","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Whitehill"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/p16-1200"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10953"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-023-10448-w"},{"key":"ref28","first-page":"5502","article-title":"A semantic loss function for deep learning with symbolic knowledge","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Xu"},{"key":"ref29","first-page":"80","article-title":"Learning continuous semantic representations of symbolic expressions","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Allamanis"},{"key":"ref30","first-page":"4233","article-title":"Embedding symbolic knowledge into deep networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Xie"},{"key":"ref31","first-page":"1031","article-title":"Neural-symbolic vqa: Disentangling reasoning from vision and language understanding","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Yi"},{"article-title":"Probabilistic neural-symbolic models for interpretable visual question answering","year":"2019","author":"Vedantam","key":"ref32"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-1070"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1203"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/N15-1118"},{"article-title":"Auto-encoding variational bayes","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Kingma","key":"ref36"},{"key":"ref37","first-page":"1727","article-title":"Neural variational inference for text processing","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Miao"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2017.1285773"},{"issue":"55\u201366","key":"ref39","article-title":"Active learning literature survey","volume":"52","author":"Settles","year":"2010","journal-title":"Univ. Wisconsin Madison"},{"key":"ref40","first-page":"1183","article-title":"Deep Bayesian active learning with image data","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Gal"},{"article-title":"Snorkel: Rapid training data creation with weak supervision","volume-title":"Proc. VLDB Endowment Int. Conf. Very Large Data Bases","author":"Bach","key":"ref41"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1004"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.519"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/1718487.1718501"},{"key":"ref45","first-page":"2579","article-title":"Visualizing data using T-SNE","volume":"9","author":"Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2900159"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/10175859\/09860090.pdf?arnumber=9860090","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,24]],"date-time":"2024-05-24T05:28:39Z","timestamp":1716528519000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9860090\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,1]]},"references-count":46,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2022.3199570","relation":{},"ISSN":["1041-4347","1558-2191","2326-3865"],"issn-type":[{"type":"print","value":"1041-4347"},{"type":"electronic","value":"1558-2191"},{"type":"electronic","value":"2326-3865"}],"subject":[],"published":{"date-parts":[[2023,8,1]]}}}