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
An LLM-Assisted Easy-to-Trigger Backdoor Attack on Code Completion Models: Injecting Disguised Vulnerabilities against Strong Detection Shenao Yan Shen Wang Yue Duan Hanbin Hong Kiho Lee Doowon Kim Yuan Hong AAML SILM 76 26 0 10 Jun 2024
Multi-Prompting Decoder Helps Better Language Understanding Zifeng Cheng Zhaoling Chen Zhiwei Jiang Yafeng Yin Shiping Ge Shiping Ge Qing Gu AI4CE 100 1 0 10 Jun 2024
Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions Cheng Tan Dongxin Lyu Siyuan Li Zhangyang Gao Jingxuan Wei Siqi Ma Zicheng Liu Stan Z. Li LLMAG 81 13 0 09 Jun 2024
CRAG -- Comprehensive RAG Benchmark Xiao Yang Kai Sun Hao Xin Yushi Sun Nikita Bhalla ... Nirav Shah Rakesh Wanga Anuj Kumar Wen-tau Yih Xin Luna Dong 90 32 0 07 Jun 2024
A Recover-then-Discriminate Framework for Robust Anomaly Detection Peng-Fei Xing Dong Zhang Jinhui Tang Zechao li 94 1 0 07 Jun 2024
llmNER: (Zero\|Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models F. Villena Luis Miranda Claudio Aracena 102 2 0 06 Jun 2024
Spontaneous Speech-Based Suicide Risk Detection Using Whisper and Large Language Models Ziyun Cui Chang Lei Wen Wu Yinan Duan Diyang Qu Ji Wu Runsen Chen Chao Zhang 64 5 0 06 Jun 2024
POEM: Interactive Prompt Optimization for Enhancing Multimodal Reasoning of Large Language Models Jianben He Xingbo Wang Shiyi Liu Guande Wu Claudio Silva Huamin Qu LRM 64 3 0 06 Jun 2024
Learning Visual Prompts for Guiding the Attention of Vision Transformers Razieh Rezaei Masoud Jalili Sabet Jindong Gu Daniel Rueckert Philip Torr Ashkan Khakzar 65 5 0 05 Jun 2024
Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning Man Liu H. Bai Feng Li Chunjie Zhang Yunchao Wei Meng Wang Tat-Seng Chua VLM 128 0 0 05 Jun 2024
Boosting Vision-Language Models with Transduction Maxime Zanella Benoît Gérin Ismail Ben Ayed VLM 104 7 0 03 Jun 2024
The Life Cycle of Large Language Models: A Review of Biases in Education Jinsook Lee Yann Hicke Renzhe Yu Christopher A. Brooks René F. Kizilcec AI4Ed 101 2 0 03 Jun 2024
Few-Shot Classification of Interactive Activities of Daily Living (InteractADL) Zane Durante Robathan Harries Edward Vendrow Zelun Luo Yuta Kyuragi Kazuki Kozuka Fei-Fei Li Ehsan Adeli VLM 80 1 0 03 Jun 2024
DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection Zhi Zhou Ming Yang Jiang-Xin Shi Lan-Zhe Guo Yu-Feng Li OODD VLM 72 6 0 01 Jun 2024
Large Language Models are Zero-Shot Next Location Predictors Ciro Beneduce Bruno Lepri Massimiliano Luca 106 9 0 31 May 2024
GAMedX: Generative AI-based Medical Entity Data Extractor Using Large Language Models Mohammed-Khalil Ghali Abdelrahman Farrag Hajar Sakai Hicham El Baz Yu Jin Sarah Lam LM&MA MedIm 83 9 0 31 May 2024
A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation Pengyu Jie Wanquan Liu Chenqiang Gao Yihui Wen Rui He Pengcheng Li Jintao Zhang Deyu Meng 72 0 0 30 May 2024
Expert-Guided Extinction of Toxic Tokens for Debiased Generation Xueyao Sun Kaize Shi Haoran Tang Guandong Xu Qing Li MU 80 2 0 29 May 2024
Genshin: General Shield for Natural Language Processing with Large Language Models Xiao Peng Tao Liu Ying Wang AI4CE AAML 78 0 0 29 May 2024
Adapting Differential Molecular Representation with Hierarchical Prompts for Multi-label Property Prediction Linjia Kang Songhua Zhou Shuyan Fang Shichao Liu Wen Zhang AI4CE 103 4 0 29 May 2024
Unleashing the Potential of Text-attributed Graphs: Automatic Relation Decomposition via Large Language Models Hyunjin Seo Taewon Kim J. Yang Eunho Yang 139 0 0 28 May 2024
Low-Rank Few-Shot Adaptation of Vision-Language Models Maxime Zanella Ismail Ben Ayed OffRL VLM 98 36 0 28 May 2024
HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning Shengchao Hu Ziqing Fan Li Shen Ya Zhang Yanfeng Wang Dacheng Tao OffRL 97 11 0 28 May 2024
MultiADE: A Multi-domain Benchmark for Adverse Drug Event Extraction Xiang Dai Sarvnaz Karimi Abeed Sarker Ben Hachey Cécile Paris 76 3 0 28 May 2024
Cross-Context Backdoor Attacks against Graph Prompt Learning Xiaoting Lyu Yufei Han Wei Wang Hangwei Qian Ivor Tsang Xiangliang Zhang SILM AAML 92 18 0 28 May 2024
FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction Zhonghang Li Lianghao Xia Yong-mei Xu Chao Huang OOD AI4TS 91 13 0 28 May 2024
Safety Control of Service Robots with LLMs and Embodied Knowledge Graphs Yong Qi Gabriel Kyebambo Siyuan Xie Wei Shen Shenghui Wang Bitao Xie Bin He Zhipeng Wang Shuo Jiang 69 2 0 28 May 2024
Diffusion Model Patching via Mixture-of-Prompts Seokil Ham Sangmin Woo Jin-Young Kim Hyojun Go Byeongjun Park Changick Kim VLM 76 2 0 28 May 2024
BWArea Model: Learning World Model, Inverse Dynamics, and Policy for Controllable Language Generation Chengxing Jia Pengyuan Wang Ziniu Li Yi-Chen Li Zhilong Zhang Nan Tang Yang Yu OffRL 64 2 0 27 May 2024
AMGPT: a Large Language Model for Contextual Querying in Additive Manufacturing Achuth Chandrasekhar Jonathan Chan Francis Ogoke Olabode T. Ajenifujah A. Farimani 82 11 0 24 May 2024
Learning from True-False Labels via Multi-modal Prompt Retrieving Zhongnian Li Jinghao Xu Peng Ying Meng Wei Tongfeng Sun 75 0 0 24 May 2024
AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents Christopher Rawles Sarah Clinckemaillie Yifan Chang Jonathan Waltz Gabrielle Lau ... Daniel Toyama Robert Berry Divya Tyamagundlu Timothy Lillicrap Oriana Riva LLMAG 162 74 0 23 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 335 54 0 23 May 2024
Rehearsal-free Federated Domain-incremental Learning Rui Sun Haoran Duan Jiahua Dong Varun Ojha Tejal Shah R. Ranjan CLL 139 1 0 22 May 2024
PathOCL: Path-Based Prompt Augmentation for OCL Generation with GPT-4 Seif Abukhalaf Mohammad Hamdaqa Foutse Khomh LLMAG 84 7 0 21 May 2024
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data Xinyi Wang Grazziela Figueredo Ruizhe Li Wei Emma Zhang Weitong Chen Xin Chen MedIm ViT 117 2 0 21 May 2024
Prompt Learning for Generalized Vehicle Routing Fei Liu Xi Lin Weiduo Liao Zhenkun Wang Qingfu Zhang Xialiang Tong Mingxuan Yuan VLM 86 3 0 20 May 2024
KG-RAG: Bridging the Gap Between Knowledge and Creativity Diego Sanmartin RALM 86 45 0 20 May 2024
"Set It Up!": Functional Object Arrangement with Compositional Generative Models Yiqing Xu Jiayuan Mao Yilun Du Tomás Lozano-Pérez L. Kaelbling David Hsu LM&Ro 175 6 0 20 May 2024
When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models Xianzheng Ma Yash Bhalgat Brandon Smart Shuai Chen Xinghui Li ... Matthias Nießner Ian D Reid Angel X. Chang Iro Laina V. Prisacariu LRM 130 21 0 16 May 2024
When Large Language Model Meets Optimization Sen Huang Kaixiang Yang Sheng Qi Rui Wang 102 14 0 16 May 2024
Prompting-based Synthetic Data Generation for Few-Shot Question Answering Maximilian Schmidt Andrea Bartezzaghi Ngoc Thang Vu SyDa 90 6 0 15 May 2024
A Survey on Transformers in NLP with Focus on Efficiency Wazib Ansar Saptarsi Goswami Amlan Chakrabarti MedIm 93 2 0 15 May 2024
Towards Next-Generation Steganalysis: LLMs Unleash the Power of Detecting Steganography Minhao Bai Kaiyi Pang Huili Wang Yongfeng Huang 42 4 0 15 May 2024
What is it for a Machine Learning Model to Have a Capability? Jacqueline Harding Nathaniel Sharadin ELM 83 3 0 14 May 2024
Dynamic Feature Learning and Matching for Class-Incremental Learning Sunyuan Qiang Yanyan Liang Jun Wan Du Zhang CLL 105 3 0 14 May 2024
When Large Language Models Meet Optical Networks: Paving the Way for Automation Danshi Wang Yidi Wang Xiaotian Jiang Yao Zhang Yue Pang Min Zhang 66 9 0 14 May 2024
Oedipus: LLM-enchanced Reasoning CAPTCHA Solver Gelei Deng Haoran Ou Yi Liu Jie Zhang Tianwei Zhang Yang Liu LRM 94 7 0 13 May 2024
MoVL:Exploring Fusion Strategies for the Domain-Adaptive Application of Pretrained Models in Medical Imaging Tasks Haijiang Tian Jingkun Yue Xiaohong Liu Guoxing Yang Zeyu Jiang Guangyu Wang VLM MedIm 104 0 0 13 May 2024
Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare Xingyu Li Lu Peng Yuping Wang Weihua Zhang AI4CE MedIm LM&MA 114 12 0 10 May 2024