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Ping Li

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Representation-Aware Modularity: Efficient Cross-Task Generalization for LLMs

RaMod, a Representation-Aware Modularity framework, is proposed, a Representation-Aware Modularity framework to extend the ReFT paradigm to CTG through two novel components: Dual-Modular Representation & Parameter Fine-tuning, which manipulates only a strategically chosen subset of hidden representations with modular interventions to guide the model toward solving unseen tasks.

Zheng Gong, Ying Sun, Chao Wang et al. · 0 citations