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Pengcheng Lu

2 accepted papers

2025

Decoder-Only LLMs can be Masked Auto-Encoders

ACL 2025short

Modern NLP workflows (e.g., RAG systems) require different models for generation and embedding tasks, where bidirectional pre-trained encoders and decoder-only Large Language Models (LLMs) dominate respective tasks. Structural differences between models result in extra development costs and limit kn…