Author

Sisi Peng

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Open access Jul 2026

LLM-Driven News Recommendation via Lightweight Task-Adaptive Modules

This work proposes lightweight task-adaptive modules (TAMs), which keeps LLM parameters fixed and transforms offline embeddings into task-specialized representations without full-model backpropagation, drastically cutting training costs.

Han Wei, Tong Niu, Sisi Peng et al. · Applied Sciences · 1 citation