Mixture of Soft Prompts for Controllable Data Generation

Mixture of Soft Prompts for Controllable Data Generation

2 March 2023

Papers citing "Mixture of Soft Prompts for Controllable Data Generation"

14 / 14 papers shown

Title
Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data Shenglai Zeng Jiankun Zhang Pengfei He J. Ren Tianqi Zheng Hanqing Lu Han Xu Hui Liu Yue Xing Jiliang Tang 146 9 0 21 Feb 2025
Measuring Diversity in Synthetic Datasets Yuchang Zhu Huizhe Zhang Bingzhe Wu Jintang Li Zibin Zheng Peilin Zhao Liang Chen Yatao Bian 100 0 0 12 Feb 2025
Few-shot LLM Synthetic Data with Distribution Matching Jiyuan Ren Zhaocheng Du Zhihao Wen Qinglin Jia Sunhao Dai Chuhan Wu Zhenhua Dong SyDa 87 0 0 09 Feb 2025
VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models Ming Cheng Jiaying Gong Chenhan Yuan William A. Ingram Edward A. Fox Hoda Eldardiry 47 0 0 07 Nov 2024
DFlow: Diverse Dialogue Flow Simulation with Large Language Models Wanyu Du Song Feng James Gung Lijia Sun Yi Zhang Saab Mansour Yanjun Qi 49 0 0 18 Oct 2024
ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information Zheng Hui Zhaoxiao Guo Hang Zhao Juanyong Duan Congrui Huang 36 6 0 23 Sep 2024
A Distributional Lens for Multi-Aspect Controllable Text Generation Yuxuan Gu Xiaocheng Feng Sicheng Ma Lingyuan Zhang Heng Gong Bing Qin 112 36 0 06 Oct 2022
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts Akari Asai Mohammadreza Salehi Matthew E. Peters Hannaneh Hajishirzi 127 100 0 24 May 2022
The Power of Prompt Tuning for Low-Resource Semantic Parsing Nathan Schucher Siva Reddy H. D. Vries VLM 114 36 0 16 Oct 2021
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 213 1,657 0 15 Oct 2021
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Cer VLM LRM 137 277 0 15 Oct 2021
Towards Zero-Label Language Learning Zirui Wang Adams Wei Yu Orhan Firat Yuan Cao SyDa 188 102 0 19 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,848 0 18 Apr 2021
Data Augmentation using Pre-trained Transformer Models Varun Kumar Ashutosh Choudhary Eunah Cho VLM 216 347 0 04 Mar 2020