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Tensor decomposition based lightweight residual fusion for Multimodal sentiment understandin
Author: Wan, Fei; Zhi, Ruicong
Journal: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s10844-026-01039-6
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Enhanced semi-supervised relation extraction based on label confusion learning and multisource semantic aggregatio
Author: Zhang, Lei; Li, Xinying; Zhou, Xiang
Journal: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s10844-026-01044-9
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Emp-MHKC: empathetic question generation via syntactic-guided multi-perspective heterogeneous knowledge adaptive couplin
Author: Wu, Di; Chen, Yanlong; Jin, Shuai
Journal: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s10844-026-01051-w
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Dynamic debiasing for popularity bias in recommendation systems: a reinforcement learning approac
Author: Yang, Feng; Geng, Xiuli
Journal: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s10844-026-01034-x
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DRGO:dynamic retrieval and generation optimization based on fine-grained confidence evaluatio
Author: Wang, Ziqi; Yang, Tianyu; Wang, Xin; Zhang, Yuxuan; Qiu, Huaxiao; Feng, Jianzhou
Journal: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s10844-026-01036-9
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DCT: a plug-and-play data cleaning tool for reducing ambiguous predictions in domain bi-classifier adversarial framework
Author: Cai, Zichao; Wu, Zongze
Journal: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s10844-026-01037-8
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SynSem-ICL: syntax-semantic fusion retrieval for structured sentiment extraction with in-context learnin
Author: Xia, Yan; Kamsin, Amirrudin; Pan, Zhuangzhuang; Zhang, Siyang
Journal: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s10844-026-01038-7
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Knowledge-aware graph augmentation for learning to recommen
Author: Zhang, Xinyue; Ma, Shirong; Chen, Jiale
Journal: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS. 2026; Vol. , Issue , pp. -. DOI: 10.1007/s10844-026-01029-8