AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts

29 October 2020

Papers citing "AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts"

50 / 77 papers shown

Title
Ego-VPA: Egocentric Video Understanding with Parameter-efficient Adaptation Tz-Ying Wu Kyle Min Subarna Tripathi Nuno Vasconcelos EgoV 55 0 0 28 Jul 2024
Goal-guided Generative Prompt Injection Attack on Large Language Models Chong Zhang Mingyu Jin Qinkai Yu Chengzhi Liu Haochen Xue Xiaobo Jin AAML SILM 52 12 0 06 Apr 2024
Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation Yutong He Alexander Robey Naoki Murata Yiding Jiang J. Williams George Pappas Hamed Hassani Yuki Mitsufuji Ruslan Salakhutdinov J. Zico Kolter DiffM 104 4 0 28 Mar 2024
Uncertainty-Aware Explainable Recommendation with Large Language Models Yicui Peng Hao Chen C. Lin Guo Huang Jinrong Hu Hui Guo Bin Kong Shu Hu Xi Wu Xin Wang LRM 58 8 0 31 Jan 2024
Prompt Pool based Class-Incremental Continual Learning for Dialog State Tracking Hong Liu Yucheng Cai Yuan Zhou Zhijian Ou Yi Huang Junlan Feng CLL 27 2 0 17 Nov 2023
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement Rui Yang Jiahao Zhu Jianping Man Li Fang Yi Zhou 24 18 0 12 Oct 2023
Manifold-based Verbalizer Space Re-embedding for Tuning-free Prompt-based Classification Hao Wang Sendong Zhao Chi-Liang Liu Nuwa Xi Muzhen Cai Bing Qin Ting Liu 29 1 0 08 Sep 2023
Evaluating the Ripple Effects of Knowledge Editing in Language Models Roi Cohen Eden Biran Ori Yoran Amir Globerson Mor Geva KELM 42 157 0 24 Jul 2023
Unsupervised Improvement of Factual Knowledge in Language Models Nafis Sadeq Byungkyu Kang Prarit Lamba Julian McAuley KELM 27 6 0 04 Apr 2023
Learning Federated Visual Prompt in Null Space for MRI Reconstruction Chun-Mei Feng Bangjun Li Xinxing Xu Yong Liu Huazhu Fu W. Zuo FedML 37 42 0 28 Mar 2023
PromptORE -- A Novel Approach Towards Fully Unsupervised Relation Extraction Pierre-Yves Genest Pierre-Edouard Portier Elöd Egyed-Zsigmond L. Goix LRM 27 12 0 24 Mar 2023
Exploring Structured Semantic Prior for Multi Label Recognition with Incomplete Labels Zixuan Ding Ao Wang Hui Chen Qiaosheng Zhang Pengzhang Liu Yongjun Bao Weipeng P. Yan Jungong Han 29 27 0 23 Mar 2023
Diversity-Aware Meta Visual Prompting Qidong Huang Xiaoyi Dong DongDong Chen Weiming Zhang Feifei Wang Gang Hua Neng H. Yu VLM VPVLM 46 52 0 14 Mar 2023
RePrompt: Automatic Prompt Editing to Refine AI-Generative Art Towards Precise Expressions Yunlong Wang Shuyuan Shen Brian Y. Lim 41 88 0 19 Feb 2023
A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models J. Allingham Jie Jessie Ren Michael W. Dusenberry Xiuye Gu Huayu Chen Dustin Tran J. Liu Balaji Lakshminarayanan LLMAG VLM 37 33 0 13 Feb 2023
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning Hyunsoo Cho Choonghyun Park Junyeop Kim Sungmin Cho Kang Min Yoo Sang-goo Lee OODD 35 3 0 27 Jan 2023
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning Mingyu Derek Ma Jiun-Yu Kao Shuyang Gao Arpit Gupta Di Jin Tagyoung Chung Nanyun Peng 31 7 0 26 Jan 2023
Technical Report -- Competition Solution for Prompt Tuning using Pretrained Language Model Jiang-Long Song Wuhe Zou Feng Li Xiaolei Qin Weidong Zhang 39 0 0 13 Dec 2022
Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification Yue Yang Artemis Panagopoulou Shenghao Zhou Daniel Jin Chris Callison-Burch Mark Yatskar 54 214 0 21 Nov 2022
Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning Xiaocheng Lu Ziming Liu Song Guo Jingcai Guo CoGe 35 30 0 19 Nov 2022
Context Variance Evaluation of Pretrained Language Models for Prompt-based Biomedical Knowledge Probing Zonghai Yao Yi Cao Zhichao Yang Hong-ye Yu 32 17 0 18 Nov 2022
Prompting PaLM for Translation: Assessing Strategies and Performance David Vilar Markus Freitag Colin Cherry Jiaming Luo Viresh Ratnakar George F. Foster LRM 32 155 0 16 Nov 2022
MACSum: Controllable Summarization with Mixed Attributes Yusen Zhang Yang Liu Ziyi Yang Yuwei Fang Yulong Chen Dragomir R. Radev Chenguang Zhu Michael Zeng Rui Zhang 37 15 0 09 Nov 2022
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning Yu Meng Martin Michalski Jiaxin Huang Yu Zhang Tarek Abdelzaher Jiawei Han VLM 64 47 0 06 Nov 2022
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study Xin Xu Xiang Chen Ningyu Zhang Xin Xie Xi Chen Huajun Chen 34 10 0 19 Oct 2022
Mitigating Covertly Unsafe Text within Natural Language Systems Alex Mei Anisha Kabir Sharon Levy Melanie Subbiah Emily Allaway J. Judge D. Patton Bruce Bimber Kathleen McKeown William Yang Wang 53 13 0 17 Oct 2022
Transparency Helps Reveal When Language Models Learn Meaning Zhaofeng Wu William Merrill Hao Peng Iz Beltagy Noah A. Smith 24 9 0 14 Oct 2022
QAScore -- An Unsupervised Unreferenced Metric for the Question Generation Evaluation Tianbo Ji Chenyang Lyu Gareth J. F. Jones Liting Zhou Yvette Graham 25 21 0 09 Oct 2022
Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems Yibin Shen Qianying Liu Zhuoyuan Mao Zhen Wan Fei Cheng Sadao Kurohashi AIMat 40 5 0 21 Sep 2022
Fairness Reprogramming Guanhua Zhang Yihua Zhang Yang Zhang Wenqi Fan Qing Li Sijia Liu Shiyu Chang AAML 83 38 0 21 Sep 2022
Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words Hao Wang Chi-Liang Liu Nuwa Xi Sendong Zhao Meizhi Ju Shiwei Zhang Ziheng Zhang Yefeng Zheng Bing Qin Ting Liu VLM AAML LM&MA 41 6 0 14 Sep 2022
How to Prompt? Opportunities and Challenges of Zero- and Few-Shot Learning for Human-AI Interaction in Creative Applications of Generative Models Hai Dang Lukas Mecke Florian Lehmann Sven Goller Daniel Buschek 28 97 0 03 Sep 2022
Why Do Neural Language Models Still Need Commonsense Knowledge to Handle Semantic Variations in Question Answering? Sunjae Kwon Cheongwoong Kang Jiyeon Han Jaesik Choi 29 0 0 01 Sep 2022
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 38 109 0 31 Aug 2022
Prompt Tuning with Soft Context Sharing for Vision-Language Models Kun Ding Ying Wang Pengzhang Liu Qiang Yu Hao Zhang Shiming Xiang Chunhong Pan VPVLM VLM 34 14 0 29 Aug 2022
Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation Zejiang Hou Julian Salazar George Polovets 30 14 0 07 Jul 2022
Probing via Prompting Jiaoda Li Ryan Cotterell Mrinmaya Sachan 37 13 0 04 Jul 2022
PromptDA: Label-guided Data Augmentation for Prompt-based Few-shot Learners Canyu Chen Kai Shu VLM 33 8 0 18 May 2022
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering Rongxiang Weng Chengyu Wang Minghui Qiu Qiuhui Shi Hongbin Wang Jun Huang Ming Gao RALM 39 16 0 06 May 2022
Language Models in the Loop: Incorporating Prompting into Weak Supervision Ryan Smith Jason Alan Fries Braden Hancock Stephen H. Bach 58 53 0 04 May 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification Zihan Wang Peiyi Wang Tianyu Liu Binghuai Lin Yunbo Cao Zhifang Sui Houfeng Wang VLM 11 48 0 28 Apr 2022
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng VLM 37 17 0 06 Apr 2022
PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models Rabeeh Karimi Mahabadi Luke Zettlemoyer James Henderson Marzieh Saeidi Lambert Mathias Ves Stoyanov Majid Yazdani VLM 34 70 0 03 Apr 2022
Prototypical Verbalizer for Prompt-based Few-shot Tuning Yuchen Zhang Shengding Hu Ning Ding Longtao Huang Zhiyuan Liu VLM 20 96 0 18 Mar 2022
CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment Haoyu Song Li Dong Weinan Zhang Ting Liu Furu Wei VLM CLIP 33 137 0 14 Mar 2022
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models Liang Wang Wei Zhao Zhuoyu Wei Jingming Liu 28 177 0 04 Mar 2022
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation Zhuang Li Lizhen Qu Qiongkai Xu Tongtong Wu Tianyang Zhan Gholamreza Haffari CoGe UD DRL 51 4 0 27 Feb 2022
Impact of Pretraining Term Frequencies on Few-Shot Reasoning Yasaman Razeghi Robert L Logan IV Matt Gardner Sameer Singh ReLM LRM 32 150 0 15 Feb 2022
Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction Devansh Jain Luis Espinosa Anke 28 12 0 10 Feb 2022
AdaPrompt: Adaptive Model Training for Prompt-based NLP Yulong Chen Yang Liu Li Dong Shuohang Wang Chenguang Zhu Michael Zeng Yue Zhang VLM 29 45 0 10 Feb 2022