SRJudge: Empowering Large Language Models with Selective Reasoning for Fine-Grained Knowledge Concept Tagging
Zhiwei Yang, Jiahua Yang, Huiru Lin et al.
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Jul 2026
Feature-level enhanced syntactic-semantic graph networks via optimal transport for aspect-based sentiment analysis
The Syntactic-optimal Transport Graph Network (SOT-Graph) is proposed, a model that jointly integrates structural and distributional signals and outperforms existing baselines by a margin of 1.30% Macro-F1 on Laptop14 and 1.01% on Twitter.
Xinfeng Liao, Xuanqi Chen, Lianxi Wang et al.
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