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论文 | ROFORMER: ENHANCED TRANSFORMER WITH ROTARY POSITION EMBEDDING、RoPE编码

论文：Improving Item Cold - start Recommendation via Model - agnostic Conditional Variational Autoencoder

论文冷启动

Rethinking the Role of Pre-ranking in Large-scale E-Commerce Searching System

ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation

论文 LLM 推荐系统

阿里MIMN模型Practice on Long Sequential User Behavior Modeling for Click-Through Rate Prediction

论文：Recommender Systems with Generative Retrieval 生成式召回

论文推荐系统召回

论文《Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling》学习率和批量大小

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Adaptive Domain Scaling for Personalized Sequential Modeling in Recommenders,ADS自适应域缩放

论文推荐系统跨域推荐字节

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

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论文：Key-Value Memory Networks for Directly Reading Documents 键值记忆网络（KV-MemNN）

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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

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论文：FSQ - FINITE SCALAR QUANTIZATION: VQ-VAE MADE SIMPLE

论文：Apollo: An Exploration of Video Understanding in Large Multimodal Models

论文：Multi-Faceted Hierarchical Multi-Task Learning for a Large Number of Tasks with Multi-dimensional Relations

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

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