On Robust Prefix-Tuning for Text Classification

19 March 2022

Yang Liu

Papers citing "On Robust Prefix-Tuning for Text Classification"

24 / 24 papers shown

Title
Novel-WD: Exploring acquisition of Novel World Knowledge in LLMs Using Prefix-Tuning Maxime Méloux Christophe Cerisara KELM CLL 26 0 0 30 Aug 2024
Generative Multi-Modal Knowledge Retrieval with Large Language Models Xinwei Long Jiali Zeng Fandong Meng Zhiyuan Ma Kaiyan Zhang Bowen Zhou Jie Zhou 40 15 0 16 Jan 2024
Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities Maximilian Mozes Xuanli He Bennett Kleinberg Lewis D. Griffin 39 78 0 24 Aug 2023
Exploring the Impact of Model Scaling on Parameter-Efficient Tuning Yusheng Su Chi-Min Chan Jiali Cheng Yujia Qin Yankai Lin ... Ning Ding Xingzhi Sun Guotong Xie Zhiyuan Liu Maosong Sun 21 6 0 04 Jun 2023
Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning Weize Chen Xu Han Yankai Lin Zhiyuan Liu Maosong Sun Jie Zhou 15 1 0 28 May 2023
Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency Lingfeng Shen Weiting Tan Boyuan Zheng Daniel Khashabi VLM 39 6 0 18 May 2023
Privacy-Preserving Prompt Tuning for Large Language Model Services Yansong Li Zhixing Tan Yang Liu SILM VLM 50 63 0 10 May 2023
MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering Jingjing Jiang Nanning Zheng MoE 37 6 0 02 Mar 2023
Exploring Robustness of Prefix Tuning in Noisy Data: A Case Study in Financial Sentiment Analysis Sudhandar Balakrishnan Yihao Fang Xioadan Zhu 22 1 0 26 Oct 2022
Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization Zonghan Yang Xiaoyuan Yi Peng Li Yang Liu Xing Xie 33 33 0 10 Oct 2022
Pre-trained Adversarial Perturbations Y. Ban Yinpeng Dong AAML 62 22 0 07 Oct 2022
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models Manli Shu Weili Nie De-An Huang Zhiding Yu Tom Goldstein Anima Anandkumar Chaowei Xiao VLM VPVLM 186 282 0 15 Sep 2022
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning Haokun Liu Derek Tam Mohammed Muqeeth Jay Mohta Tenghao Huang Joey Tianyi Zhou Colin Raffel 35 849 0 11 May 2022
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models Ning Ding Yujia Qin Guang Yang Fu Wei Zonghan Yang ... Jianfei Chen Yang Liu Jie Tang Juan Li Maosong Sun 32 196 0 14 Mar 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,848 0 18 Apr 2021
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Joey Tianyi Zhou MLLM 256 525 0 04 Feb 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 254 342 0 01 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,919 0 31 Dec 2020
Robust Encodings: A Framework for Combating Adversarial Typos Erik Jones Robin Jia Aditi Raghunathan Percy Liang AAML 139 102 0 04 May 2020
FreeLB: Enhanced Adversarial Training for Natural Language Understanding Chen Zhu Yu Cheng Zhe Gan S. Sun Tom Goldstein Jingjing Liu AAML 226 438 0 25 Sep 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives Elena Voita Rico Sennrich Ivan Titov 198 181 0 03 Sep 2019
Certified Robustness to Adversarial Word Substitutions Robin Jia Aditi Raghunathan Kerem Göksel Percy Liang AAML 183 291 0 03 Sep 2019
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 245 914 0 21 Apr 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 196 711 0 17 Apr 2018