Cross-Country Code-Mixing for Generative Recommendation

arXiv:2609.28972 · cs.IR, cs.AI · Submitted 2026-09-24 · Read on arXiv

cs.IR, cs.AI

Submitted: 2026-09-24

Updated: 2026-09-24

Terminology

• Generative Recommendation — 13× in this paper · explained in 2 episodes
• Tokenization — 4× in this paper · explained in 2 episodes
• Ablation — 3× in this paper · explained in 1 episode
• Adaptive Reweighting — 3× in this paper · explained in 1 episode
• Alignment — 3× in this paper · explained in 1 episode
• Contrastive Learning — 2× in this paper · explained in 5 episodes
• Hamming Distance — 2× in this paper · explained in 2 episodes
• Robustness — 2× in this paper · explained in 5 episodes
• Ablation study — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Cosine Similarity — 1× in this paper · explained in 3 episodes
• Cross-lingual Transfer — 1× in this paper · explained in 2 episodes
• Data Augmentation — 1× in this paper · explained in 7 episodes
• Embeddings — 1× in this paper · explained in 2 episodes
• Empirical Methods in Natural Language Processing — 1× in this paper
• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Generative AI — 1× in this paper · explained in 2 episodes
• Generative Model — 1× in this paper · explained in 2 episodes
• Meeting of the Association for Computational Linguistics — 1× in this paper
• Regularization — 1× in this paper · explained in 3 episodes
• Transfer Learning — 1× in this paper · explained in 10 episodes

Sources

• Qwen2.5-VL Technical Report
• RCLRec: Reverse Curriculum Learning for Modeling Sparse Conversions in Generative Recommendation
• Generative Multi-Target Cross-Domain Recommendation
• Adaptive Regularization for Large-Scale Sparse Feature Embedding Models
• Contrastive Self-supervised Sequential Recommendation with Robust Augmentation
• REG4Rec: Reasoning-Enhanced Generative Model for Large-Scale Recommendation Systems
• Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations
• A Comprehensive Survey on Cross-Domain Recommendation: Taxonomy, Progress, and Prospects

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