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20222024
most citedInteractive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision

4 citations · 4 across the 5 of their papers we have counts for

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cs.CL2024

DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models

Wendi Cui, Jiaxin Zhang, Zhuohang Li +4

Evaluating the quality and variability of text generated by Large Language Models (LLMs) poses a significant, yet unresolved research challenge. Traditional evaluation methods, suc…

cs.CL2023★ 4 cited

Interactive Multi-fidelity Learning for Cost-effective Adaptation of Language Model with Sparse Human Supervision

Jiaxin Zhang, Zhuohang Li, Kamalika Das +1

Large language models (LLMs) have demonstrated remarkable capabilities in various tasks. However, their suitability for domain-specific tasks, is limited due to their immense scale…