Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

28 July 2021

Graham Neubig

Papers citing "Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing"

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Title
Learning Prompt-Enhanced Context Features for Weakly-Supervised Video Anomaly Detection Yujiang Pu Xiaoyu Wu Lulu Yang Shengjin Wang 39 32 0 26 Jun 2023
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations Yilun Zhao Chen Zhao Linyong Nan Zhenting Qi Wenlin Zhang Xiangru Tang Boyu Mi Dragomir R. Radev AAML LMTD 35 34 0 25 Jun 2023
Language models are weak learners Hariharan Manikandan Yiding Jiang J Zico Kolter 38 16 0 25 Jun 2023
LLM-Assisted Content Analysis: Using Large Language Models to Support Deductive Coding Robert F. Chew John Bollenbacher Michael Wenger Jessica Speer Annice Kim ELM 34 62 0 23 Jun 2023
3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation Shizhan Gong Yuan Zhong Wenao Ma Jinpeng Li Zhao Wang Jingyang Zhang Pheng-Ann Heng Qi Dou MedIm 28 72 0 23 Jun 2023
Learning Descriptive Image Captioning via Semipermeable Maximum Likelihood Estimation Zihao Yue Anwen Hu Liang Zhang Qin Jin 42 2 0 23 Jun 2023
DiversiGATE: A Comprehensive Framework for Reliable Large Language Models Shima Imani Ali Beyram H. Shrivastava 29 1 0 22 Jun 2023
Identifying and Extracting Rare Disease Phenotypes with Large Language Models Cathy Shyr Yan Hu P. Harris Hua Xu LM&MA AI4MH 44 24 0 22 Jun 2023
Joint Prompt Optimization of Stacked LLMs using Variational Inference Alessandro Sordoni Xingdi Yuan Marc-Alexandre Côté Matheus Pereira Adam Trischler Ziang Xiao Arian Hosseini Friederike Niedtner Nicolas Le Roux 46 27 0 21 Jun 2023
Lingua Manga: A Generic Large Language Model Centric System for Data Curation Zui Chen Lei Cao Samuel Madden 19 8 0 20 Jun 2023
Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling Lin F. Yang Hongyang Chen Zhao Li Xiao Ding Xindong Wu KELM 40 87 0 20 Jun 2023
Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction Qian Li Shu Guo Cheng Ji Xutan Peng Shiyao Cui Jianxin Li 36 13 0 19 Jun 2023
Multilingual Few-Shot Learning via Language Model Retrieval Genta Indra Winata Liang-Kang Huang Soumya Vadlamannati Yash Chandarana RALM 47 2 0 19 Jun 2023
Cases of EFL Secondary Students' Prompt Engineering Pathways to Complete a Writing Task with ChatGPT David James Woo Kai Guo Hengky Susanto 24 3 0 19 Jun 2023
Evolutionary Verbalizer Search for Prompt-based Few Shot Text Classification Tongtao Ling Lei Chen Yutao Lai Haiyan Liu VLM 28 4 0 18 Jun 2023
Parameter-efficient is not sufficient: Exploring Parameter, Memory, and Time Efficient Adapter Tuning for Dense Predictions Dongshuo Yin Xueting Han Bin Li Hao Feng Jinghua Bai VPVLM 41 18 0 16 Jun 2023
Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering Rabiul Awal Le Zhang Aishwarya Agrawal LRM 51 12 0 16 Jun 2023
Clickbait Detection via Large Language Models H. Wang Yi Zhu Ye Wang Yun Li Yunhao Yuan Jipeng Qiang 39 3 0 16 Jun 2023
Tell Me Where to Go: A Composable Framework for Context-Aware Embodied Robot Navigation Harel Biggie Ajay Narasimha Mopidevi Dusty Woods Christoffer Heckman LM&Ro 19 11 0 15 Jun 2023
MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification Hongyuan Dong Weinan Zhang Wanxiang Che VLM 26 2 0 15 Jun 2023
Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios Ziqiang Li Hong Sun Pengfei Xia Heng Li Beihao Xia Yi Wu Bin Li AAML 26 8 0 14 Jun 2023
Generate to Understand for Representation Changshan Xue Xiande Zhong Xiaoqing Liu VLM 57 0 0 14 Jun 2023
Waffling around for Performance: Visual Classification with Random Words and Broad Concepts Karsten Roth Jae Myung Kim A. Sophia Koepke Oriol Vinyals Cordelia Schmid Zeynep Akata VLM 37 71 0 12 Jun 2023
TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models Jiaqi Xue Mengxin Zheng Ting Hua Yilin Shen Ye Liu Ladislau Bölöni Qian Lou 41 31 0 12 Jun 2023
Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering Hai Ye Qizhe Xie Hwee Tou Ng 53 8 0 11 Jun 2023
Mimicking the Thinking Process for Emotion Recognition in Conversation with Prompts and Paraphrasing Tingyu Zhang Zhuang Chen Ming Zhong T. Qian 31 15 0 11 Jun 2023
Boosting Language Models Reasoning with Chain-of-Knowledge Prompting Rongxiang Weng Qiushi Sun Xiang Li Ming Gao ReLM LRM 26 65 0 10 Jun 2023
Virtual Node Tuning for Few-shot Node Classification Zhen Tan Ruocheng Guo Kaize Ding Huan Liu 32 36 0 09 Jun 2023
Exploring the Responses of Large Language Models to Beginner Programmers' Help Requests Arto Hellas Juho Leinonen Sami Sarsa Charles Koutcheme Lilja Kujanpää Juha Sorva AI4Ed 45 104 0 09 Jun 2023
COVER: A Heuristic Greedy Adversarial Attack on Prompt-based Learning in Language Models Zihao Tan Qingliang Chen Wenbin Zhu Yongjian Huang AAML SILM 30 3 0 09 Jun 2023
Customizing General-Purpose Foundation Models for Medical Report Generation Bang-ju Yang Asif Raza Yuexian Zou Tong Zhang MedIm 32 11 0 09 Jun 2023
Artificial General Intelligence for Medical Imaging Xiang Li Lu Zhang Zihao Wu Zheng Liu Lin Zhao ... Pingkuan Yan Quanzheng Li Wen Liu Tianming Liu Dinggang Shen LM&MA AI4CE 37 40 0 08 Jun 2023
Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models Memories Shizhe Diao Tianyang Xu Ruijia Xu Jiawei Wang Tong Zhang MoE AI4CE 13 37 0 08 Jun 2023
The ADAIO System at the BEA-2023 Shared Task on Generating AI Teacher Responses in Educational Dialogues Adaeze Adigwe Zheng Yuan ELM 34 5 0 08 Jun 2023
RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction Jun Zhao Wenyu Zhan Xin Zhao Qi Zhang Tao Gui Zhongyu Wei Junzhe Wang Minlong Peng Mingming Sun 53 19 0 08 Jun 2023
In-Context Learning through the Bayesian Prism Madhuri Panwar Kabir Ahuja Navin Goyal BDL 47 41 0 08 Jun 2023
Soft-prompt Tuning for Large Language Models to Evaluate Bias Jacob-Junqi Tian David B. Emerson Sevil Zanjani Miyandoab D. Pandya Laleh Seyyed-Kalantari Faiza Khan Khattak VLM 29 10 0 07 Jun 2023
PromptAttack: Probing Dialogue State Trackers with Adversarial Prompts Xiangjue Dong Yun He Ziwei Zhu James Caverlee AAML 39 7 0 07 Jun 2023
Enhancing In-Context Learning with Answer Feedback for Multi-Span Question Answering Zixian Huang Jiaying Zhou Gengyang Xiao Gong Cheng KELM 21 10 0 07 Jun 2023
Revisiting Conversation Discourse for Dialogue Disentanglement Bobo Li Hao Fei Fei Li Shengqiong Wu Lizi Liao Yin-wei Wei Tat-Seng Chua Donghong Ji 43 1 0 06 Jun 2023
CL-UZH at SemEval-2023 Task 10: Sexism Detection through Incremental Fine-Tuning and Multi-Task Learning with Label Descriptions Janis Goldzycher 23 1 0 06 Jun 2023
Deductive Verification of Chain-of-Thought Reasoning Z. Ling Yunhao Fang Xuanlin Li Zhiao Huang Mingu Lee Roland Memisevic Hao Su ReLM LRM 37 126 0 06 Jun 2023
Evaluating the Effectiveness of Natural Language Inference for Hate Speech Detection in Languages with Limited Labeled Data Janis Goldzycher Moritz Preisig Chantal Amrhein Gerold Schneider 40 3 0 06 Jun 2023
On the Role of Attention in Prompt-tuning Samet Oymak A. S. Rawat Mahdi Soltanolkotabi Christos Thrampoulidis MLT LRM 30 41 0 06 Jun 2023
InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models Lichang Chen Jiuhai Chen Tom Goldstein Heng-Chiao Huang Dinesh Manocha 21 42 0 05 Jun 2023
Exploring and Verbalizing Academic Ideas by Concept Co-occurrence Yi Xu Shuqian Sheng Bo Xue Luoyi Fu Xinbing Wang Cheng Zhou 40 8 0 04 Jun 2023
SpeechGen: Unlocking the Generative Power of Speech Language Models with Prompts Haibin Wu Kai-Wei Chang Yuan-Kuei Wu Hung-yi Lee 38 22 0 03 Jun 2023
Unsupervised Human Activity Recognition through Two-stage Prompting with ChatGPT Qingxin Xia T. Maekawa Takahiro Hara 20 10 0 03 Jun 2023
Utilizing ChatGPT to Enhance Clinical Trial Enrollment Georgios Peikos S. Symeonidis Pranav Kasela G. Pasi LM&MA 32 12 0 03 Jun 2023
Probabilistic Adaptation of Text-to-Video Models Mengjiao Yang Yilun Du Bo Dai Dale Schuurmans J. Tenenbaum Pieter Abbeel VGen DiffM 53 24 0 02 Jun 2023