Yu-Han Chang
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126
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NLP×1AI×1
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2026
PromptEmbedder:: Efficient and Transferable Text Embedding via Dual-LLM Soft Prompting
PromptEmbedder introduces a dual-LLM framework that efficiently and transferably adapts text embeddings by decoupling task-specific knowledge from the backbone model, significantly reducing computational overhead compared to methods like LoRA.
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Papers
cs.CLcs.AIRecentMay 27, 2026
PromptEmbedder:: Efficient and Transferable Text Embedding via Dual-LLM Soft Prompting
Yu-Che Tsai, Kuan-Yu Chen, Yuan-Hao Chen, Yu-Han Chang +3 more
PromptEmbedder introduces a dual-LLM framework that efficiently and transferably adapts text embeddings by decoupling task-specific knowledge from the backbone model, significantly reducing computatio…
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