IDPG: An Instance-Dependent Prompt Generation Method

9 April 2022

Sinong Wang

Yuxiao Dong

Hao Ma

Papers citing "IDPG: An Instance-Dependent Prompt Generation Method"

41 / 41 papers shown

Title
Joint Extraction Matters: Prompt-Based Visual Question Answering for Multi-Field Document Information Extraction Mengsay Loem Taiju Hosaka 32 0 0 21 Mar 2025
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 44 3 0 24 Oct 2024
Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models Ji Liu Jiaxiang Ren Ruoming Jin Zijie Zhang Yang Zhou P. Valduriez Dejing Dou FedML 19 1 0 30 Sep 2024
QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning Yilun Kong Hangyu Mao Qi Zhao Bin Zhang Jingqing Ruan Li Shen Yongzhe Chang Xueqian Wang Rui Zhao Dacheng Tao OffRL 29 1 0 20 Aug 2024
Large Language Models Prompting With Episodic Memory Dai Do Quan Tran Svetha Venkatesh Hung Le LLMAG 35 1 0 14 Aug 2024
TemPrompt: Multi-Task Prompt Learning for Temporal Relation Extraction in RAG-based Crowdsourcing Systems Jing Yang Yu Zhao Linyao Yang Xiao Wang Long Chen Fei-Yue Wang LRM 26 2 0 21 Jun 2024
Mitigate Negative Transfer with Similarity Heuristic Lifelong Prompt Tuning Chenyuan Wu Gangwei Jiang Defu Lian CLL 18 0 0 18 Jun 2024
IAPT: Instruction-Aware Prompt Tuning for Large Language Models Wei-wei Zhu Aaron Xuxiang Tian Congrui Yin Yuan Ni Xiaoling Wang Guotong Xie 37 0 0 28 May 2024
Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation Abhinav C. P. Jain Swarat Chaudhuri Thomas W. Reps Christopher M. Jermaine 18 1 0 24 May 2024
ALoRA: Allocating Low-Rank Adaptation for Fine-tuning Large Language Models Zequan Liu Jiawen Lyn Wei-wei Zhu Xing Tian Yvette Graham OffRL 32 10 0 24 Mar 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Zeyu Han Chao Gao Jinyang Liu Jeff Zhang Sai Qian Zhang 139 305 0 21 Mar 2024
Derivative-Free Optimization for Low-Rank Adaptation in Large Language Models Feihu Jin Yin Liu Ying Tan 35 3 0 04 Mar 2024
Efficient Prompt Optimization Through the Lens of Best Arm Identification Chengshuai Shi Kun Yang Zihan Chen Jundong Li Jing Yang Cong Shen 40 6 0 15 Feb 2024
Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms in Large Language Models Feihu Jin Yifan Liu Ying Tan LRM ReLM LLMAG 12 11 0 08 Feb 2024
Overview of the PromptCBLUE Shared Task in CHIP2023 Wei-wei Zhu Xiaoling Wang Mosha Chen Buzhou Tang LM&MA ELM 26 7 0 29 Dec 2023
POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning Junxiang Wang Guangji Bai Wei Cheng Zhengzhang Chen Liang Zhao Haifeng Chen AI4TS 27 2 0 19 Dec 2023
Improving Prompt Tuning with Learned Prompting Layers Wei Zhu Ming Tan VLM 23 1 0 31 Oct 2023
Keyword-optimized Template Insertion for Clinical Information Extraction via Prompt-based Learning Eugenia Alleva Isotta Landi Leslee J. Shaw Erwin P. Böttinger Thomas J Fuchs I. Ensari 17 2 0 31 Oct 2023
Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization Tianshi Che Ji Liu Yang Zhou Jiaxiang Ren Jiwen Zhou Victor S. Sheng H. Dai Dejing Dou 11 50 0 23 Oct 2023
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings Zhuofeng Wu Chaowei Xiao V. Vydiswaran 15 2 0 15 Oct 2023
Attribute Controlled Dialogue Prompting Runcheng Liu Ahmad Rashid I. Kobyzev Mehdi Rezagholizadeh Pascal Poupart 25 2 0 11 Jul 2023
FLamE: Few-shot Learning from Natural Language Explanations Yangqiaoyu Zhou Yiming Zhang Chenhao Tan LRM FAtt 22 9 0 13 Jun 2023
InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding Junda Wu Tong Yu Rui Wang Zhao-quan Song Ruiyi Zhang Handong Zhao Chaochao Lu Shuai Li Ricardo Henao VLM 26 22 0 08 Jun 2023
Exploring Lottery Prompts for Pre-trained Language Models Yulin Chen Ning Ding Xiaobin Wang Shengding Hu Haitao Zheng Zhiyuan Liu Pengjun Xie VLM LRM 16 7 0 31 May 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 16 126 0 30 May 2023
Do prompt positions really matter? Junyu Mao Stuart E. Middleton Mahesan Niranjan VLM 29 3 0 23 May 2023
Dynamic Prompting: A Unified Framework for Prompt Tuning Xianjun Yang Wei Cheng Xujiang Zhao Wenchao Yu Linda R. Petzold Haifeng Chen VLM 17 14 0 06 Mar 2023
TEMPERA: Test-Time Prompting via Reinforcement Learning Tianjun Zhang Xuezhi Wang Denny Zhou Dale Schuurmans Joseph E. Gonzalez VLM 20 35 0 21 Nov 2022
Active Example Selection for In-Context Learning Yiming Zhang Shi Feng Chenhao Tan SILM LRM 25 186 0 08 Nov 2022
Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts Xiangyang Liu Tianxiang Sun Xuanjing Huang Xipeng Qiu VLM 21 27 0 20 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 175 279 0 15 Sep 2022
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts Akari Asai Mohammadreza Salehi Matthew E. Peters Hannaneh Hajishirzi 120 100 0 24 May 2022
UnifieR: A Unified Retriever for Large-Scale Retrieval Tao Shen Xiubo Geng Chongyang Tao Can Xu Guodong Long Kai Zhang Daxin Jiang RALM 13 28 0 23 May 2022
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding Rishabh Bhardwaj Amrita Saha S. Hoi Soujanya Poria VLM VPVLM 17 7 0 23 May 2022
Instance-aware Prompt Learning for Language Understanding and Generation Feihu Jin Jinliang Lu Jiajun Zhang Chengqing Zong 10 32 0 18 Jan 2022
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks Xiao Liu Kaixuan Ji Yicheng Fu Weng Lam Tam Zhengxiao Du Zhilin Yang Jie Tang VLM 236 804 0 14 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,835 0 18 Apr 2021
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters Aston Zhang Yi Tay Shuai Zhang Alvin Chan A. Luu S. Hui Jie Fu MQ 166 83 0 17 Feb 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,913 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,584 0 21 Jan 2020
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 6,943 0 20 Apr 2018