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InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models

Research paper by Lichang Chen and collaborators. Published 2023-06-05. Topics: large language models, LLMs, zero-shot evaluation, Bayesian optimization, soft prompt.

Resource information

Authors
Lichang Chen, Jiuhai Chen, Tom Goldstein, Heng Huang, Tianyi Zhou
Research topics
large language models, LLMs, zero-shot evaluation, Bayesian optimization, soft prompt, instruction generation, Vicuna, ChatGPT
Publication date
2023-06-05
Publication
arXiv
Last record update
Nov 3, 2026