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论文阅读笔记，记录学习过程和所思所想
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【论文笔记】Exploring Large-Scale Language Models to Evaluate EEG-Based Multimodal Data for Mental Health
GPT-4o 一次调用内置图像+文本解析能力，简化管道设计。无需专门微调，提示工程即可达接近传统机器学习水平的性能。实验证明将 EEG 与视觉/音频结合，可捕捉更多互补信息，提升心理状态识别精度。原创 2025-04-27 00:20:54 · 569 阅读 · 0 评论 -
【论文笔记】HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficie
向量知识库与知识图谱的结合原创 2025-03-27 15:11:57 · 963 阅读 · 0 评论 -
【论文笔记】CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph
CogMG通过LLM与KG的协作，既减少了LLM的“幻觉”，又解决了KG的知识覆盖问题。原创 2025-03-17 22:05:33 · 1006 阅读 · 1 评论 -
【论文笔记】Best Practices and Lessons Learned on Synthetic Data for Language Models
Best Practices and Lessons Learned on Synthetic Data for Language Models原创 2025-03-12 19:24:11 · 804 阅读 · 0 评论 -
【论文笔记】Identifying malicious traffic under concept drift based on intraclass consistency enhanced vae
Identifying malicious traffic under concept drift based on intraclass consistency enhanced variational autoencoder原创 2025-02-19 21:10:58 · 1114 阅读 · 0 评论 -
【论文笔记】On Generative Agents in Recommendation
推荐系统中离线指标与线上效果的长期脱节问题制约了行业发展。本文提出基于大语言模型的用户模拟器 Agent4Rec，模拟真实用户行为，弥合离线与在线评估的鸿沟。原创 2025-02-16 18:09:09 · 1357 阅读 · 0 评论