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InstructTime++: Time Series Classification with Multimodal Language Modeling via Implicit Feature Enhancement
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A Survey on Knowledge-Oriented Retrieval-Augmented Generation
Retrieval-Augmented Generation (RAG) has gained significant attention in recent years for its potential to enhance natural language …
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Supporting Your Idea Reasonably: A Knowledge-Aware Topic Reasoning Strategy for Citation Recommendation
With the explosive growth of scholarly information, researchers spend much time and effort copiously quoting authoritative works to …
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A General Tail Item Representation Enhancement Framework for Sequential Recommender Systems
Recently advancements in deep learning models have significantly facilitated the development of sequential recommender systems (SRS). …
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Communication-efficient federated learning with stagewise training strategy
The efficiency of communication across workers is a significant factor that affects the performance of federated learning. Though …
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基于用户重购行为的产品推荐方法
Learning the explainable semantic relations via unified graph topic-disentangled neural networks
Graph Neural Networks (GNNs) such as Graph Convolutional Networks (GCNs) can effectively learn node representations via aggregating …
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Collaborative List-and-Pairwise Filtering from Implicit Feedback
多重对级贝叶斯个性化排序算法