Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation

14 July 2023

Papers citing "Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation"

7 / 7 papers shown

Title
Enhancing Granular Sentiment Classification with Chain-of-Thought Prompting in Large Language Models Vihaan Miriyala Smrithi Bukkapatnam Lavanya Prahallad LRM 36 0 0 07 May 2025
Exploring Empty Spaces: Human-in-the-Loop Data Augmentation Catherine Yeh Donghao Ren Yannick Assogba Dominik Moritz Fred Hohman 36 0 0 01 Oct 2024
Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation Kyohoon Jin Junho Lee Juhwan Choi Sangmin Song Youngbin Kim 40 0 0 22 Mar 2024
Answer is All You Need: Instruction-following Text Embedding via Answering the Question Letian Peng Yuwei Zhang Zilong Wang Jayanth Srinivasa Gaowen Liu Zihan Wang Jingbo Shang 39 7 0 15 Feb 2024
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng Jiang 25 8 0 11 Dec 2023
Improving Contrastive Learning of Sentence Embeddings from AI Feedback M. Abouheaf W. Gueaieb Md. Suruz Miah D. Spinello Xipeng Qiu 59 37 0 03 May 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022