Papers by Pengcheng Lu

1 papers
Decoder-Only LLMs can be Masked Auto-Encoders (2025.acl-short)

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Challenge: Modern NLP workflows require different models for generation and embedding tasks.
Approach: They propose a method that transforms an LLM into a Uni-Directional Masked Auto-Encoder.
Outcome: The proposed method achieves state-of-the-art under unsupervised conditions with merely 100 training steps.

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