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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Education in the Era of Neurosymbolic AI Chris Davis Jaldi Eleni Ilkou Noah Schroeder Cogan Shimizu 107 5 0 16 Nov 2024
Anatomy-Guided Radiology Report Generation with Pathology-Aware Regional Prompts Yijian Gao D. C. Marshall Xiaodan Xing Junzhi Ning G. Papanastasiou G. Yang M. Komorowski MedIm 58 0 0 16 Nov 2024
IntentGPT: Few-shot Intent Discovery with Large Language Models Juan A. Rodriguez Nicholas Botzer David Vazquez Christopher Pal M. Pedersoli I. Laradji VLM 142 3 0 16 Nov 2024
PTR: Precision-Driven Tool Recommendation for Large Language Models Hang Gao Yongfeng Zhang KELM 73 0 0 14 Nov 2024
SmartInv: Multimodal Learning for Smart Contract Invariant Inference Sally Junsong Wang Kexin Pei Junfeng Yang 99 15 0 14 Nov 2024
All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model Yuanbo Wen Tao Gao Ziqi Li Jing Zhang Kaihao Zhang Ting Chen VLM DiffM 102 1 0 12 Nov 2024
Prompt-enhanced Network for Hateful Meme Classification Junxi Liu Yanyan Feng Jiehai Chen Yun Xue Fenghuan Li VLM 111 0 0 12 Nov 2024
CryptoLLM: Unleashing the Power of Prompted LLMs for SmartQnA and Classification of Crypto Posts Aniket Deroy Subhankar Maity 60 0 0 12 Nov 2024
Script-Strategy Aligned Generation: Aligning LLMs with Expert-Crafted Dialogue Scripts and Therapeutic Strategies for Psychotherapy Xin Sun Jan de Wit Zhuying Li Jiahuan Pei Abdallah El Ali Jos A. Bosch 110 2 0 11 Nov 2024
Understanding Scaling Laws with Statistical and Approximation Theory for Transformer Neural Networks on Intrinsically Low-dimensional Data Alex Havrilla Wenjing Liao 90 12 0 11 Nov 2024
Dynamic Textual Prompt For Rehearsal-free Lifelong Person Re-identification Hongyu Chen Bingliang Jiao Wenxuan Wang Peng Wang VLM 82 0 0 09 Nov 2024
Automatic Generation of Question Hints for Mathematics Problems using Large Language Models in Educational Technology Junior Cedric Tonga Benjamin Clément Pierre-Yves Oudeyer LRM 57 6 0 05 Nov 2024
Confidence Calibration of Classifiers with Many Classes Adrien LeCoz Stéphane Herbin Faouzi Adjed UQCV 82 1 0 05 Nov 2024
Unified Pathological Speech Analysis with Prompt Tuning Fei Yang Xuenan Xu Mengyue Wu Kai Yu 56 0 0 05 Nov 2024
Interaction Design with Generative AI: An Empirical Study of Emerging Strategies Across the Four Phases of Design Marie Muehlhaus Jürgen Steimle 73 0 0 04 Nov 2024
Pricing and Competition for Generative AI Rafid Mahmood 76 4 0 04 Nov 2024
Visual Fourier Prompt Tuning Runjia Zeng Cheng Han Qifan Wang Chunshu Wu Tong Geng Lifu Huang Ying Nian Wu Dongfang Liu VPVLM VLM 128 8 0 02 Nov 2024
HG-Adapter: Improving Pre-Trained Heterogeneous Graph Neural Networks with Dual Adapters Yujie Mo Runpeng Yu Xiaofeng Zhu Xinchao Wang 96 3 0 02 Nov 2024
Task-Aware Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning Ziqing Fan Shengchao Hu Yuhang Zhou Li Shen Ya Zhang Yanfeng Wang Dacheng Tao OffRL 117 0 0 02 Nov 2024
Does GenAI Make Usability Testing Obsolete? Ali Ebrahimi Pourasad Walid Maalej 84 1 0 01 Nov 2024
SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization Wanhua Li Zibin Meng Jiawei Zhou D. Wei Chuang Gan Hanspeter Pfister LRM VLM 58 6 0 28 Oct 2024
Vector Quantization Prompting for Continual Learning L. Jiao Qiuxia Lai Yu LI Qiang Xu VLM CLL 62 5 0 27 Oct 2024
Historical Test-time Prompt Tuning for Vision Foundation Models Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Ling Shao Shijian Lu VLM 142 4 0 27 Oct 2024
Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting Mohamed Salim Aissi Clément Romac Thomas Carta Sylvain Lamprier Pierre-Yves Oudeyer Olivier Sigaud Laure Soulier Nicolas Thome 76 2 0 25 Oct 2024
Demystifying Large Language Models for Medicine: A Primer Qiao Jin Nicholas Wan Robert Leaman Shubo Tian Zhizheng Wang ... Chunhua Weng Ronald M. Summers Qingyu Chen Yifan Peng Zhiyong Lu LM&MA 102 5 0 24 Oct 2024
Task Calibration: Calibrating Large Language Models on Inference Tasks Yingjie Li Yun Luo Xiaotian Xie Yue Zhang LRM 57 0 0 24 Oct 2024
UGotMe: An Embodied System for Affective Human-Robot Interaction Peizhen Li Longbing Cao Xiao-Ming Wu Xiaohan Yu Runze Yang 92 1 0 24 Oct 2024
Which Client is Reliable?: A Reliable and Personalized Prompt-based Federated Learning for Medical Image Question Answering He Zhu Ren Togo Takahiro Ogawa Miki Haseyama MedIm 69 0 0 23 Oct 2024
AttriPrompter: Auto-Prompting with Attribute Semantics for Zero-shot Nuclei Detection via Visual-Language Pre-trained Models Yongjian Wu Yang Zhou Jiya Saiyin Bingzheng Wei M. Lai Jianzhong Shou Yan Xu VLM MedIm 109 1 0 22 Oct 2024
In Context Learning and Reasoning for Symbolic Regression with Large Language Models Samiha Sharlin Tyler R. Josephson ReLM LLMAG LRM 118 2 0 22 Oct 2024
IPO: Interpretable Prompt Optimization for Vision-Language Models Yingjun Du Wenfang Sun Cees G. M. Snoek VLM 72 3 0 20 Oct 2024
Scene Graph Generation with Role-Playing Large Language Models Guikun Chen Jin Li Wenguan Wang VLM 99 9 0 20 Oct 2024
This Candidate is [MASK]. Letters of Reference and Job Market Outcomes using LLMs Fabian Slonimczyk 26 0 0 18 Oct 2024
From Solitary Directives to Interactive Encouragement! LLM Secure Code Generation by Natural Language Prompting Shigang Liu Bushra Sabir Seung Ick Jang Yuval Kansal Yansong Gao Kristen Moore A. Abuadbba Surya Nepal 80 3 0 18 Oct 2024
Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts Chaoxi Niu Hezhe Qiao Changlu Chen Ling-Hao Chen Guansong Pang 100 2 0 18 Oct 2024
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 69 3 0 17 Oct 2024
An Evolved Universal Transformer Memory Edoardo Cetin Qi Sun Tianyu Zhao Yujin Tang 507 0 0 17 Oct 2024
Explainable Moral Values: a neuro-symbolic approach to value classification Nicolas Lazzari S. D. Giorgis Aldo Gangemi Valentina Presutti 41 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 120 9 0 16 Oct 2024
On the Utility of Domain Modeling Assistance with Large Language Models Meriem Ben Chaaben Lola Burgueño Istvan David H. Sahraoui 65 1 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 55 1 0 16 Oct 2024
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement Zhi Wang Li Zhang Wenhao Wu Yuanheng Zhu Dongbin Zhao C. L. Philip Chen OffRL 104 9 0 15 Oct 2024
A Theoretical Survey on Foundation Models Shi Fu Yuzhu Chen Yingjie Wang Dacheng Tao 82 0 0 15 Oct 2024
Domain-Conditioned Transformer for Fully Test-time Adaptation Yushun Tang Shuoshuo Chen Jiyuan Jia Yi Zhang Zhihai He 76 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 151 6 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 183 15 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 110 2 0 13 Oct 2024
Agentic Information Retrieval Weinan Zhang Junwei Liao Ning Li Kounianhua Du Jianghao Lin AIFin 123 7 0 13 Oct 2024
ELICIT: LLM Augmentation via External In-Context Capability Futing Wang Jianhao Yan Yue Zhang Tao Lin 137 1 0 12 Oct 2024
Sui Generis: Large Language Models for Authorship Attribution and Verification in Latin Gleb Schmidt Svetlana Gorovaia Ivan P. Yamshchikov 123 4 0 11 Oct 2024