InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural
Language Understanding

InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding

8 June 2023

Shuai Li

Papers citing "InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding"

12 / 12 papers shown

Title
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies L. Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 40 3 0 24 Oct 2024
Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL Yunseon Choi Sangmin Bae Seonghyun Ban Minchan Jeong Chuheng Zhang Lei Song Li Zhao Jiang Bian Kee-Eung Kim VLM AAML 21 3 0 20 Jul 2024
How to Protect Copyright Data in Optimization of Large Language Models? T. Chu Zhao-quan Song Chiwun Yang 12 29 0 23 Aug 2023
Efficient SGD Neural Network Training via Sublinear Activated Neuron Identification Lianke Qin Zhao-quan Song Yuanyuan Yang 10 9 0 13 Jul 2023
An Iterative Algorithm for Rescaled Hyperbolic Functions Regression Yeqi Gao Zhao-quan Song Junze Yin 15 33 0 01 May 2023
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts Akari Asai Mohammadreza Salehi Matthew E. Peters Hannaneh Hajishirzi 118 98 0 24 May 2022
The Power of Prompt Tuning for Low-Resource Semantic Parsing Nathan Schucher Siva Reddy H. D. Vries VLM 90 36 0 16 Oct 2021
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Matthew Cer VLM LRM 131 276 0 15 Oct 2021
Leveraging Information Bottleneck for Scientific Document Summarization Jiaxin Ju Ming Liu Huan Yee Koh Yuan Jin Lan Du Shirui Pan 55 13 0 04 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 275 3,784 0 18 Apr 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 243 340 0 01 Jan 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018