6 citations · 10 across the 6 of their papers we have counts for
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cs.CL2024★ 6 cited
ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search
Dan Zhang, Sining Zhoubian, Ziniu Hu +3
Recent methodologies in LLM self-training mostly rely on LLM generating responses and filtering those with correct output answers as training data. This approach often yields a low…
cs.CV2024
Rock Classification Based on Residual Networks
Sining Zhoubian, Yuyang Wang, Zhihuan Jiang
Rock Classification is an essential geological problem since it provides important formation information. However, exploration on this problem using convolutional neural networks i…
cs.CL2024★ 4 cited
SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models
Dan Zhang, Ziniu Hu, Sining Zhoubian +6
Large Language Models (LLMs) have shown promise in assisting scientific discovery. However, such applications are currently limited by LLMs' deficiencies in understanding intricate…