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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MedINST: Meta Dataset of Biomedical Instructions Wenhan Han Meng Fang Zihan Zhang Yu Yin Zirui Song Ling-Hao Chen Mykola Pechenizkiy Qingyu Chen LM&MA 33 1 0 17 Oct 2024
An Evolved Universal Transformer Memory Edoardo Cetin Qi Sun Tianyu Zhao Yujin Tang 146 0 0 17 Oct 2024
Explainable Moral Values: a neuro-symbolic approach to value classification Nicolas Lazzari S. D. Giorgis Aldo Gangemi Valentina Presutti 21 0 0 16 Oct 2024
CMAL: A Novel Cross-Modal Associative Learning Framework for Vision-Language Pre-Training Zhiyuan Ma Jianjun Li Guohui Li Kaiyan Huang VLM 56 9 0 16 Oct 2024
MAX: Masked Autoencoder for X-ray Fluorescence in Geological Investigation An-Sheng Lee Yu-Wen Pao Hsuan-Tien Lin Sofia Ya Hsuan Liou 29 1 0 16 Oct 2024
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement Zhi Wang Li Lyna Zhang Wenhao Wu Yuanheng Zhu Dongbin Zhao C. L. Philip Chen OffRL 37 6 0 15 Oct 2024
A Theoretical Survey on Foundation Models Shi Fu Yuzhu Chen Yingjie Wang Dacheng Tao 28 0 0 15 Oct 2024
Domain-Conditioned Transformer for Fully Test-time Adaptation Yushun Tang Shuoshuo Chen Jiyuan Jia Yi Zhang Zhihai He 25 2 0 14 Oct 2024
Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach Chaoxi Niu Guansong Pang Ling-Hao Chen Bing Liu CLL 36 3 0 14 Oct 2024
GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs Yun Zhu Haizhou Shi Xiaotang Wang Yongchao Liu Yaoke Wang Boci Peng Chuntao Hong Siliang Tang VLM 60 6 0 14 Oct 2024
Prompt Tuning for Audio Deepfake Detection: Computationally Efficient Test-time Domain Adaptation with Limited Target Dataset Hideyuki Oiso Yuto Matsunaga Kazuya Kakizaki Taiki Miyagawa 30 2 0 13 Oct 2024
Agentic Information Retrieval Weinan Zhang Junwei Liao Ning Li Kounianhua Du Jianghao Lin AIFin 49 2 0 13 Oct 2024
ELICIT: LLM Augmentation via External In-Context Capability Futing Wang Jianhao Yan Yue Zhang Tao Lin 44 0 0 12 Oct 2024
Sui Generis: Large Language Models for Authorship Attribution and Verification in Latin Gleb Schmidt Svetlana Gorovaia Ivan P. Yamshchikov 29 1 0 11 Oct 2024
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers Jin Cao Deyu Meng Xiangyong Cao CLL 23 1 0 11 Oct 2024
Towards Cross-domain Few-shot Graph Anomaly Detection Jiazhen Chen Sichao Fu Zhibin Zhang Zheng Ma M. Feng T. Wirjanto Qinmu Peng 30 2 0 11 Oct 2024
A Framework for Collaborating a Large Language Model Tool in Brainstorming for Triggering Creative Thoughts Hung-Fu Chang Tong Li KELM LLMAG 44 2 0 10 Oct 2024
GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps Muhammad Umair Nasir Steven D. James Julian Togelius ELM LRM 29 2 0 10 Oct 2024
Steering Large Language Models using Conceptors: Improving Addition-Based Activation Engineering Joris Postmus Steven Abreu LLMSV 97 1 0 09 Oct 2024
TuneVLSeg: Prompt Tuning Benchmark for Vision-Language Segmentation Models Rabin Adhikari Safal Thapaliya Manish Dhakal Bishesh Khanal MLLM VLM 35 0 0 07 Oct 2024
On Efficient Variants of Segment Anything Model: A Survey Xiaorui Sun Xiaozhong Liu H. Shen Xiaofeng Zhu Ping Hu VLM 48 4 0 07 Oct 2024
MM-R $^3$ : On (In-)Consistency of Multi-modal Large Language Models (MLLMs) Shih-Han Chou Shivam Chandhok James J. Little Leonid Sigal 35 0 0 07 Oct 2024
Adaptive Question Answering: Enhancing Language Model Proficiency for Addressing Knowledge Conflicts with Source Citations Sagi Shaier Ari Kobren Philip Ogren HILM 29 6 0 05 Oct 2024
Persona Knowledge-Aligned Prompt Tuning Method for Online Debate Chunkit Chan Cheng Jiayang Xin Liu Yauwai Yim Yuxin Jiang Zheye Deng Haoran Li Yangqiu Song Ginny Wong Simon See 34 0 0 05 Oct 2024
PersoBench: Benchmarking Personalized Response Generation in Large Language Models Saleh Afzoon Usman Naseem Amin Beheshti Zahra Jamali 33 1 0 04 Oct 2024
Can Language Models Take A Hint? Prompting for Controllable Contextualized Commonsense Inference Pedro Colon-Hernandez Nanxi Liu Chelsea Joe Peter Chin Claire Yin H. Lieberman Yida Xin C. Breazeal ReLM LRM 40 1 0 03 Oct 2024
Financial Sentiment Analysis on News and Reports Using Large Language Models and FinBERT Yanxin Shen Pulin Kirin Zhang AIFin 26 11 0 02 Oct 2024
PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation Chuyan Zhang Hao Zheng Xin You Yefeng Zheng Yun Gu VLM OOD MedIm 28 1 0 02 Oct 2024
Khattat: Enhancing Readability and Concept Representation of Semantic Typography Ahmed Hussein Alaa Elsetohy Sama Hadhoud Tameem Bakr Yasser Rohaim Badr AlKhamissi VLM 34 0 0 01 Oct 2024
Artificial-Intelligence Generated Code Considered Harmful: A Road Map for Secure and High-Quality Code Generation Chun Jie Chong Zhihao Yao Iulian Neamtiu 26 2 0 27 Sep 2024
Cascade Prompt Learning for Vision-Language Model Adaptation Ge Wu Xin Zhang Zheng Li Zhaowei Chen Jiajun Liang Jian Yang Xiang Li VLM 32 7 0 26 Sep 2024
Attention Prompting on Image for Large Vision-Language Models Runpeng Yu Weihao Yu Xinchao Wang VLM 37 6 0 25 Sep 2024
Federated Large Language Models: Current Progress and Future Directions Yuhang Yao Jianyi Zhang Junda Wu Chengkai Huang Yu Xia ... Ang Li Lina Yao Julian McAuley Yiran Chen Carlee Joe-Wong FedML AIFin 63 8 0 24 Sep 2024
Safe Guard: an LLM-agent for Real-time Voice-based Hate Speech Detection in Social Virtual Reality Yiwen Xu Qinyang Hou Hongyu Wan Mirjana Prpa 28 1 0 23 Sep 2024
RMCBench: Benchmarking Large Language Models' Resistance to Malicious Code Jiachi Chen Qingyuan Zhong Yanlin Wang Kaiwen Ning Yongkun Liu Zenan Xu Zhe Zhao Ting Chen Zibin Zheng AAML 18 7 0 23 Sep 2024
SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graphs Hanzhu Chen Xu Shen Qitan Lv Jie Wang Xiaoqi Ni Jieping Ye 25 8 0 22 Sep 2024
Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis Junjie Huang Zhihan Jiang Jinyang Liu Yintong Huo Jiazhen Gu Zhuangbin Chen Cong Feng Hui Dong Zengyin Yang Michael R. Lyu 33 3 0 20 Sep 2024
End-Cloud Collaboration Framework for Advanced AI Customer Service in E-commerce Liangyu Teng Yang Liu Jing Liu Liang Song 31 2 0 20 Sep 2024
PromSec: Prompt Optimization for Secure Generation of Functional Source Code with Large Language Models (LLMs) Mahmoud Nazzal Issa Khalil Abdallah Khreishah NhatHai Phan AAML 29 5 0 19 Sep 2024
From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models Shengsheng Qian Zuyi Zhou Dizhan Xue Bing Wang Changsheng Xu LRM 36 1 0 19 Sep 2024
"The Data Says Otherwise"-Towards Automated Fact-checking and Communication of Data Claims Yu Fu Shunan Guo Jane Hoffswell Victor S. Bursztyn Ryan A. Rossi J. Stasko 26 2 0 16 Sep 2024
Prompt-and-Transfer: Dynamic Class-aware Enhancement for Few-shot Segmentation Hanbo Bi Yingchao Feng Wenhui Diao Peijin Wang Yongqiang Mao Kun Fu Hongqi Wang Xian Sun VLM 34 3 0 16 Sep 2024
Leveraging Foundation Models for Efficient Federated Learning in Resource-restricted Edge Networks S. K. Atapour S. J. Seyedmohammadi S. Mohammad Sheikholeslami J. Abouei Konstantinos N. Plataniotis Arash Mohammadi FedML 52 1 0 14 Sep 2024
Sub-graph Based Diffusion Model for Link Prediction Hang Li Wei Jin Geri Skenderi Harry Shomer Wenzhuo Tang Wenqi Fan Jiliang Tang DiffM 30 0 0 13 Sep 2024
CLNX: Bridging Code and Natural Language for C/C++ Vulnerability-Contributing Commits Identification Zeqing Qin Yiwei Wu Lansheng Han 27 0 0 11 Sep 2024
DrLLM: Prompt-Enhanced Distributed Denial-of-Service Resistance Method with Large Language Models Zhenyu Yin Shang Liu Guangyuan Xu 40 0 0 11 Sep 2024
Insight Any Instance: Promptable Instance Segmentation for Remote Sensing Images Xuexue Li VLM ISeg 29 0 0 11 Sep 2024
Interactive Machine Teaching by Labeling Rules and Instances Giannis Karamanolakis Daniel J. Hsu Luis Gravano 33 0 0 08 Sep 2024
The Kubernetes Security Landscape: AI-Driven Insights from Developer Discussions J. Alexander Curtis Nasir U. Eisty 22 0 0 06 Sep 2024
Beyond Following: Mixing Active Initiative into Computational Creativity Zhiyu Lin Upol Ehsan Rohan Agarwal Samihan Dani Vidushi Vashishth Mark O. Riedl 43 0 0 06 Sep 2024