专横 发表于 2025-3-25 07:00:55
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Lecture Notes in Computer Sciencehttp://image.papertrans.cn/d/image/263427.jpgdissolution 发表于 2025-3-25 14:18:10
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PMJEE: A Prototype Matching Framework for Joint Event Extractioncode their label semantics and correlations. Then a dual-channel attention layer and extraction modules are used to jointly extract event triggers and arguments. Prototypical embeddings will be optimized during training to improve the event extraction performance. Extensive experiments indicate our元音 发表于 2025-3-25 22:26:58
http://reply.papertrans.cn/27/2635/263427/263427_25.png付出 发表于 2025-3-26 02:45:36
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Powering Fine-Tuning: Learning Compatible and Class-Sensitive Representations for Domain Adaption Ferent domains and obtain better representations. To enhance the stability and learning ability of contrastive learning-based fine-tuning, we design the data augmentation mechanism and type-aware networks to enrich the instances and stand out the class-sensitive features. Extensive experiments on the头脑冷静 发表于 2025-3-26 10:42:15
http://reply.papertrans.cn/27/2635/263427/263427_28.png不舒服 发表于 2025-3-26 14:50:55
Modeling Intra-class and Inter-class Constraints for Out-of-Domain Detection constraint contrastive learning (Inter-CCL) objective to effectively enlarge the discrepancy among different classes as much as possible, enforcing the strong separability for different classes in the intent embedding space. Besides, to further enhance the discriminative representation capability oNUDGE 发表于 2025-3-26 20:45:45
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