APT: Improving Specialist LLM Performance with Weakness Case Acquisition and Iterative Preference Training.

Jun Rao, Zepeng Lin, Xuebo Liu, Xiaopeng Ke, Lian Lian, Dong Jin, Shengjun Cheng, Jun Yu, Min Zhang

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