Retrieval-style In-Context Learning for Few-shot Hierarchical Text
Classification

Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification

25 June 2024

Huiyao Chen

Yu Zhao

Mengjia Wang

Meishan Zhang

Papers citing "Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification"

4 / 4 papers shown

Title
RIDE: Enhancing Large Language Model Alignment through Restyled In-Context Learning Demonstration Exemplars Yuncheng Hua Lizhen Qu Zhuang Li Hao Xue Flora D. Salim Gholamreza Haffari ALM 132 0 0 17 Feb 2025
ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification J. Chen Richong Zhang Yongyi Mao Jie Xue 32 78 0 16 May 2023
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,312 0 17 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 243 1,924 0 31 Dec 2020