{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,12]],"date-time":"2026-02-12T17:16:50Z","timestamp":1770916610374,"version":"3.50.1"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"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","award":["62276050"],"award-info":[{"award-number":["62276050"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100019065","name":"Sichuan Science and Technology Program","doi-asserted-by":"publisher","award":["2024NSFSC0655"],"award-info":[{"award-number":["2024NSFSC0655"]}],"id":[{"id":"10.13039\/501100019065","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62376223"],"award-info":[{"award-number":["62376223"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62136007"],"award-info":[{"award-number":["62136007"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62476222"],"award-info":[{"award-number":["62476222"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62131009"],"award-info":[{"award-number":["62131009"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["31971288"],"award-info":[{"award-number":["31971288"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["82102157"],"award-info":[{"award-number":["82102157"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U22A2034"],"award-info":[{"award-number":["U22A2034"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2025,10]]},"DOI":"10.1109\/tnnls.2025.3567945","type":"journal-article","created":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T13:41:10Z","timestamp":1750167670000},"page":"17635-17649","source":"Crossref","is-referenced-by-count":3,"title":["ChatABL: Abductive Learning via Natural Language Interaction With ChatGPT"],"prefix":"10.1109","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-6786-6823","authenticated-orcid":false,"given":"Tianyang","family":"Zhong","sequence":"first","affiliation":[{"name":"School of Automation, Northwestern Polytechnical University, Xi’an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-2938-7646","authenticated-orcid":false,"given":"Yi","family":"Pan","sequence":"additional","affiliation":[{"name":"Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-6190-1413","authenticated-orcid":false,"given":"Yutong","family":"Zhang","sequence":"additional","affiliation":[{"name":"Institute of Medical Research, Northwestern Polytechnical University, Xi’an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-5792-7677","authenticated-orcid":false,"given":"Yaonai","family":"Wei","sequence":"additional","affiliation":[{"name":"School of Automation, Northwestern Polytechnical University, Xi’an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5262-3192","authenticated-orcid":false,"given":"Li","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Automation, Northwestern Polytechnical University, Xi’an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7061-6714","authenticated-orcid":false,"given":"Zhengliang","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Computing, University of Georgia, Athens, GA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-3982-1080","authenticated-orcid":false,"given":"Xiaozheng","family":"Wei","sequence":"additional","affiliation":[{"name":"School of Automation, Northwestern Polytechnical University, Xi’an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-1055-1225","authenticated-orcid":false,"given":"Wenjun","family":"Li","sequence":"additional","affiliation":[{"name":"School of Automation, Northwestern Polytechnical University, Xi’an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-1893-2059","authenticated-orcid":false,"given":"Junjie","family":"Yao","sequence":"additional","affiliation":[{"name":"Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5068-8814","authenticated-orcid":false,"given":"Chong","family":"Ma","sequence":"additional","affiliation":[{"name":"School of Automation, Northwestern Polytechnical University, Xi’an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3711-0847","authenticated-orcid":false,"given":"Xi","family":"Jiang","sequence":"additional","affiliation":[{"name":"Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7934-5698","authenticated-orcid":false,"given":"Dinggang","family":"Shen","sequence":"additional","affiliation":[{"name":"School of Biomedical Engineering, ShanghaiTech University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5545-7217","authenticated-orcid":false,"given":"Junwei","family":"Han","sequence":"additional","affiliation":[{"name":"School of Automation, Northwestern Polytechnical University, Xi’an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6075-3384","authenticated-orcid":false,"given":"Tuo","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Automation, Northwestern Polytechnical University, Xi’an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"DeID-GPT: Zero-shot medical text de-identification by GPT-4","author":"Liu","year":"2023","journal-title":"arXiv:2303.11032"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1093\/psyrad\/kkad018"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-21014-3_28"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2014.2369491"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1093\/psyrad\/kkad033"},{"key":"ref6","first-page":"64","article-title":"Report on a general problem solving program","volume-title":"Proc. IFIP Congr.","volume":"256","author":"Newell"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P15-1009"},{"key":"ref8","first-page":"1859","article-title":"Knowledge base completion using embeddings and rules","volume-title":"Proc. 24th Int. Joint Conf. Artif. Intell.","author":"Wang"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2957409"},{"key":"ref10","article-title":"OlaGPT: Empowering LLMs with human-like problem-solving abilities","author":"Xie","year":"2023","journal-title":"arXiv:2305.16334"},{"key":"ref11","first-page":"3117","article-title":"New liftable classes for first-order probabilistic inference","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"29","author":"Kazemi"},{"key":"ref12","article-title":"Chain-of-thought prompting elicits reasoning in large language models","author":"Wei","year":"2022","journal-title":"arXiv:2201.11903"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.ijcnlp-main.20"},{"key":"ref14","article-title":"Tree of thoughts: Deliberate problem solving with large language models","author":"Yao","year":"2023","journal-title":"arXiv:2305.10601"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2016.2598728"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/s44172-024-00271-8"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2023.3317254"},{"key":"ref18","article-title":"Sparks of artificial general intelligence: Early experiments with GPT-4","author":"Bubeck","year":"2023","journal-title":"arXiv:2303.12712"},{"key":"ref19","article-title":"Visual ChatGPT: Talking, drawing and editing with visual foundation models","author":"Wu","year":"2023","journal-title":"arXiv:2303.04671"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-018-9801-4"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-78652-8"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/7432.001.0001"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3390\/app12167982"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467104"},{"key":"ref25","first-page":"26574","article-title":"Fast abductive learning by similarity-based consistency optimization","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Huang"},{"key":"ref26","first-page":"2811","article-title":"Bridging machine learning and logical reasoning by abductive learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Dai"},{"key":"ref27","article-title":"Consciousness is learning: Predictive processing systems that learn by binding may perceive themselves as conscious","author":"Aksyuk","year":"2023","journal-title":"arXiv:2301.07016"},{"key":"ref28","article-title":"Combining fast and slow thinking for human-like and efficient navigation in constrained environments","author":"Ganapini","year":"2022","journal-title":"arXiv:2201.07050"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-11593-6_3"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s11245-006-9005-5"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/2699411"},{"key":"ref32","volume-title":"The Decipherment of Ancient Maya Writing","author":"Houston","year":"2001"},{"key":"ref33","first-page":"8792","article-title":"Generalized cross entropy loss for training deep neural networks with noisy labels","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"31","author":"Zhang"},{"key":"ref34","article-title":"Tunneling neural perception and logic reasoning through abductive learning","author":"Dai","year":"2018","journal-title":"arXiv:1802.01173"},{"key":"ref35","article-title":"An image is worth 16\u00d716 words: Transformers for image recognition at scale","author":"Dosovitskiy","year":"2020","journal-title":"arXiv:2010.11929"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01716"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/tai.2024.3364586"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref40","article-title":"Adam: A method for stochastic optimization","volume-title":"arXiv:1412.6980","author":"Kingma","year":"2017"},{"issue":"5","key":"ref41","first-page":"1442","volume-title":"IEEE Trans. Biomed. Eng.","volume":"71","author":"Shi","year":"2023"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s00371-021-02283-3"},{"key":"ref43","article-title":"Visual instruction tuning","author":"Liu","year":"2023","journal-title":"arXiv:2304.08485"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.51401\/jinteks.v7i1.5423"},{"key":"ref45","article-title":"DeepSeek-VL2: Mixture-of-experts vision-language models for advanced multimodal understanding","author":"Wu","year":"2024","journal-title":"arXiv:2412.10302"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2020.2984444"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref49","article-title":"Deep residual learning for image recognition","author":"He","year":"2015","journal-title":"arXiv:1512.03385"},{"key":"ref50","first-page":"1877","article-title":"Language models are few-shot learners","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Brown"},{"key":"ref51","article-title":"Large language models cannot self-correct reasoning yet","author":"Huang","year":"2023","journal-title":"arXiv:2310.01798"},{"key":"ref52","volume-title":"Thinking, Fast and Slow","author":"Kahneman","year":"2011"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/5962385\/11195929\/11038828.pdf?arnumber=11038828","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T18:41:27Z","timestamp":1765219287000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11038828\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10]]},"references-count":52,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2025.3567945","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10]]}}}