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2506.03483
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APT: Improving Specialist LLM Performance with Weakness Case Acquisition and Iterative Preference Training
4 June 2025
Jun Rao
Zepeng Lin
Xuebo Liu
Xiaopeng Ke
Lian Lian
Dong Jin
Shengjun Cheng
Jun Yu
Min Zhang
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"APT: Improving Specialist LLM Performance with Weakness Case Acquisition and Iterative Preference Training"
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