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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How Good is ChatGPT at Face Biometrics? A First Look into Recognition, Soft Biometrics, and Explainability Ivan Deandres-Tame Ruben Tolosana R. Vera-Rodríguez Aythami Morales Julian Fierrez J. Ortega-Garcia CVBM 54 22 0 24 Jan 2024
A Big Data Architecture for Early Identification and Categorization of Dark Web Sites Javier Pastor-Galindo Hông-Ân Sandlin Félix Gómez Mármol Gérome Bovet Gregorio Martínez Pérez 21 9 0 24 Jan 2024
Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? Cheng Han Qifan Wang Yiming Cui Wenguan Wang Lifu Huang Siyuan Qi Dongfang Liu VLM 51 19 0 23 Jan 2024
C2Ideas: Supporting Creative Interior Color Design Ideation with Large Language Model Yihan Hou Manling Yang Hao Cui Lei Wang Jie Xu Wei Zeng 3DV LRM 37 24 0 23 Jan 2024
Cheap Learning: Maximising Performance of Language Models for Social Data Science Using Minimal Data Leonardo Castro-Gonzalez Yi-Ling Chung Hannak Rose Kirk John Francis Angus R. Williams Pica Johansson Jonathan Bright 50 1 0 22 Jan 2024
VirtuWander: Enhancing Multi-modal Interaction for Virtual Tour Guidance through Large Language Models Zhan Wang Linping Yuan Liangwei Wang Bingchuan Jiang Wei Zeng 20 19 0 22 Jan 2024
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation Ci-Siang Lin Chien-Yi Wang Yu-Chiang Frank Wang Min-Hung Chen VLM 33 0 0 22 Jan 2024
A Framework to Implement 1+N Multi-task Fine-tuning Pattern in LLMs Using the CGC-LORA Algorithm Chao Song Zhihao Ye Qiqiang Lin Qiuying Peng Jun Wang 23 0 0 22 Jan 2024
Hierarchical Prompts for Rehearsal-free Continual Learning Yukun Zuo Hantao Yao Lu Yu Liansheng Zhuang Changsheng Xu CLL VLM 30 1 0 21 Jan 2024
Enhancing Recommendation Diversity by Re-ranking with Large Language Models Diego Carraro Derek Bridge LRM ALM 45 15 0 21 Jan 2024
Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines David Oniani Xizhi Wu Shyam Visweswaran S. Kapoor Shravan Kooragayalu Katelyn Polanska Yanshan Wang LM&MA ELM AI4MH 40 8 0 20 Jan 2024
AAT: Adapting Audio Transformer for Various Acoustics Recognition Tasks Yun Liang Hai Lin Shaojian Qiu Yihang Zhang 21 1 0 19 Jan 2024
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap Xingyu Wu Sheng-hao Wu Jibin Wu Liang Feng Kay Chen Tan ELM 51 59 0 18 Jan 2024
Evolving Code with A Large Language Model Erik Hemberg Stephen Moskal Una-May O’Reilly 35 26 0 13 Jan 2024
Promptly Predicting Structures: The Return of Inference Maitrey Mehta Valentina Pyatkin Vivek Srikumar 55 3 0 12 Jan 2024
SamLP: A Customized Segment Anything Model for License Plate Detection Haoxuan Ding Junyuan Gao Yuan. Yuan Qi. Wang MLLM VLM 34 7 0 12 Jan 2024
Designing Heterogeneous LLM Agents for Financial Sentiment Analysis Frank Xing AIFin 28 50 0 11 Jan 2024
A Novel Prompt-tuning Method: Incorporating Scenario-specific Concepts into a Verbalizer Yong Ma Senlin Luo Yu-Ming Shang Zhengjun Li Yong Liu VLM 28 2 0 10 Jan 2024
OTAS: An Elastic Transformer Serving System via Token Adaptation Jinyu Chen Wenchao Xu Zicong Hong Song Guo Yining Qi Jie Zhang Deze Zeng 38 4 0 10 Jan 2024
Learning to Prompt Segment Anything Models Jiaxing Huang Kai Jiang Jingyi Zhang Han Qiu Lewei Lu Shijian Lu Eric Xing VLM LRM 51 7 0 09 Jan 2024
Empirical Study of Large Language Models as Automated Essay Scoring Tools in English Composition__Taking TOEFL Independent Writing Task for Example Wei Xia Shaoguang Mao Chanjin Zheng 13 7 0 07 Jan 2024
An Investigation of Large Language Models for Real-World Hate Speech Detection Keyan Guo Alexander Hu Jaden Mu Ziheng Shi Ziming Zhao Nishant Vishwamitra Hongxin Hu 27 12 0 07 Jan 2024
Malla: Demystifying Real-world Large Language Model Integrated Malicious Services Zilong Lin Jian Cui Xiaojing Liao Xiaofeng Wang 32 20 0 06 Jan 2024
PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning Haiyang Guo Fei Zhu Wenzhuo Liu Xu-Yao Zhang Cheng-Lin Liu CLL 35 6 0 04 Jan 2024
Understanding LLMs: A Comprehensive Overview from Training to Inference Yi-Hsueh Liu Haoyang He Tianle Han Xu-Yao Zhang Mengyuan Liu ... Xintao Hu Tuo Zhang Ning Qiang Tianming Liu Bao Ge SyDa 35 65 0 04 Jan 2024
IoT in the Era of Generative AI: Vision and Challenges Xin Wang Zhongwei Wan Arvin Hekmati M. Zong Samiul Alam Mi Zhang Bhaskar Krishnamachari 32 15 0 03 Jan 2024
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge Graphs Phillip Schneider Manuel Klettner Kristiina Jokinen Elena Simperl Florian Matthes 36 3 0 03 Jan 2024
Predicting challenge moments from students' discourse: A comparison of GPT-4 to two traditional natural language processing approaches Wannapon Suraworachet Jennifer Seon M. Cukurova 8 16 0 03 Jan 2024
Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review Luoma Ke Song Tong Peng Cheng Kaiping Peng OffRL LM&MA 64 21 0 03 Jan 2024
Large Language Models in Mental Health Care: a Scoping Review Yining Hua Fenglin Liu Kailai Yang Zehan Li Y. Sheu Peilin Zhou Lauren V. Moran Sophia Ananiadou Andrew Beam AI4MH LM&MA 35 36 0 01 Jan 2024
A Survey of Personality, Persona, and Profile in Conversational Agents and Chatbots Richard Sutcliffe 45 3 0 31 Dec 2023
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 51 146 0 29 Dec 2023
Learning to Generate Text in Arbitrary Writing Styles Aleem Khan Andrew Wang Sophia Hager Nicholas Andrews 26 5 0 28 Dec 2023
OmniDialog: An Omnipotent Pre-training Model for Task-Oriented Dialogue System Mingtao Yang See-Kiong Ng Jinlan Fu 28 1 0 28 Dec 2023
Blind Image Quality Assessment: A Brief Survey Miaohui Wang 32 0 0 27 Dec 2023
Prompt Valuation Based on Shapley Values Hanxi Liu Xiaokai Mao Haocheng Xia Jian Lou Jinfei Liu 31 4 0 24 Dec 2023
Moderating New Waves of Online Hate with Chain-of-Thought Reasoning in Large Language Models Nishant Vishwamitra Keyan Guo Farhan Tajwar Romit Isabelle Ondracek Long Cheng Ziming Zhao Hongxin Hu 19 12 0 22 Dec 2023
Reasons to Reject? Aligning Language Models with Judgments Weiwen Xu Deng Cai Zhisong Zhang Wai Lam Shuming Shi ALM 21 14 0 22 Dec 2023
SimLM: Can Language Models Infer Parameters of Physical Systems? Sean Memery Mirella Lapata Kartic Subr LRM AI4CE 22 2 0 21 Dec 2023
Exploiting Contextual Target Attributes for Target Sentiment Classification Bowen Xing Ivor W. Tsang 24 0 0 21 Dec 2023
LLM4VG: Large Language Models Evaluation for Video Grounding Wei Feng Xin Wang Hong Chen Zeyang Zhang Zihan Song Yuwei Zhou Wenwu Zhu 39 8 0 21 Dec 2023
Empowering Few-Shot Recommender Systems with Large Language Models -- Enhanced Representations Zhoumeng Wang 30 6 0 21 Dec 2023
Scaling Down to Scale Up: A Cost-Benefit Analysis of Replacing OpenAI's LLM with Open Source SLMs in Production Chandra Irugalbandara Ashish Mahendra Roland Daynauth T. Arachchige Jayanaka L. Dantanarayana K. Flautner Lingjia Tang Yiping Kang Jason Mars ELM 36 15 0 20 Dec 2023
LlaMaVAE: Guiding Large Language Model Generation via Continuous Latent Sentence Spaces Yingji Zhang Danilo S. Carvalho Ian Pratt-Hartmann André Freitas VLM 32 2 0 20 Dec 2023
In-Context Reinforcement Learning for Variable Action Spaces Viacheslav Sinii Alexander Nikulin Vladislav Kurenkov Ilya Zisman Sergey Kolesnikov 26 14 0 20 Dec 2023
Benchmarking and Analyzing In-context Learning, Fine-tuning and Supervised Learning for Biomedical Knowledge Curation: a focused study on chemical entities of biological interest Emily Groves Minhong Wang Yusuf Abdulle Holger Kunz J. Hoelscher-Obermaier Ronin Wu Honghan Wu 29 2 0 20 Dec 2023
ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval Kaipeng Fang Jingkuan Song Lianli Gao Pengpeng Zeng Zhi-Qi Cheng Xiyao Li Hengtao Shen VLM 27 11 0 19 Dec 2023
Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes Nabeel Seedat Nicolas Huynh B. V. Breugel M. Schaar 32 25 0 19 Dec 2023
Xpert: Empowering Incident Management with Query Recommendations via Large Language Models Yuxuan Jiang Chaoyun Zhang Shilin He Zhihao Yang Ming-Jie Ma ... Yu Kang Yingnong Dang Saravan Rajmohan Qingwei Lin Dongmei Zhang 50 17 0 19 Dec 2023
External Knowledge Augmented Polyphone Disambiguation Using Large Language Model Chen Li 34 1 0 19 Dec 2023