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cs.CL2025
SEKI: Self-Evolution and Knowledge Inspiration based Neural Architecture Search via Large Language Models
Zicheng Cai, Yaohua Tang, Yutao Lai +3
We introduce SEKI, a novel large language model (LLM)-based neural architecture search (NAS) method. Inspired by the chain-of-thought (CoT) paradigm in modern LLMs, SEKI operates i…
cs.CL2023
Evolutionary Verbalizer Search for Prompt-based Few Shot Text Classification
Tongtao Ling, Lei Chen, Yutao Lai +1
Recent advances for few-shot text classification aim to wrap textual inputs with task-specific prompts to cloze questions. By processing them with a masked language model to predic…