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DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
论文   deepseek  
TPM基于树的渐进回归模型（Tree based Progressive Regression Model for Watch-Time Prediction in Short-video Recommendation）
论文   回归问题  
论文：Large Memory Layers with Product Keys
论文  
论文：Key-Value Memory Networks for Directly Reading Documents 键值记忆网络（KV-MemNN）
论文  
论文：The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers
论文   Transformer  
论文：Training Compute-Optimal Large Language Models 最优模型缩放结论
论文  
论文：FSQ - FINITE SCALAR QUANTIZATION: VQ-VAE MADE SIMPLE
VAE   论文  
论文：Apollo: An Exploration of Video Understanding in Large Multimodal Models
论文   LLM  
论文：Multi-Faceted Hierarchical Multi-Task Learning for a Large Number of Tasks with Multi-dimensional Relations
论文   MTL  
论文：Efficient Attention: Attention with Linear Complexities
论文   注意力机制  
美团外卖CoFARS模型：Context-based Fast Recommendation Strategy for Long User Behavior Sequence in Meituan Waimai
美团   论文   推荐系统  
腾讯终身交叉网络LCN模型：Cross-Domain LifeLong Sequential Modeling for Online Click-Through Rate Prediction
论文   序列建模   腾讯  
字节多兴趣建模：Trinity: Syncretizing Multi-/Long-tail/Long-term Interests All in One
论文   多兴趣建模   字节  
论文：Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising（AITM）
论文   推荐系统  
论文：A Survey on Large Language Models for Recommendation，大语言模型在推荐系统中的应用综述
论文   LLM   推荐系统  
Preliminary and Motivation
论文  
HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling
论文  
Self-Attentive Sequential Recommendation（SASRec）
论文   推荐系统  
论文：LLaMA: Open and Efficient Foundation Language Models
论文   LLM  
论文：PatchFormer: An Efficient Point Transformer with Patch Attention
论文