作者位次 #3/3NeurIPS 2026Poster
Prompts to Proxies: Emulating Human Preferences via a Compact LLM Ensemble
Bingchen Wang · Zi-Yu Khoo · Jingtan Wang
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Bingchen Wang · Zi-Yu Khoo · Jingtan Wang
Runxin Cai · Jingtan Wang · Bryan Kian Hsiang Low
In Large Language Model post-training, high-quality data effectively enhances model performance with fine-tuning, highlighting the need to identify high-quality and beneficial fine-tuning data. However, one of the most popular data valuation paradigms, influence function and its variants, are com...