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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SLHCat: Mapping Wikipedia Categories and Lists to DBpedia by Leveraging Semantic, Lexical, and Hierarchical Features Zhaoyi Wang Zhenyang Zhang Jiaxin Qin M. Iwaihara 33 0 0 21 Sep 2023
LLM Guided Inductive Inference for Solving Compositional Problems Abhigya Sodani Lauren Moos Matthew Mirman LRM 48 1 0 20 Sep 2023
The Languini Kitchen: Enabling Language Modelling Research at Different Scales of Compute Aleksandar Stanić Dylan R. Ashley Oleg Serikov Louis Kirsch Francesco Faccio Jürgen Schmidhuber Thomas Hofmann Imanol Schlag MoE 48 9 0 20 Sep 2023
MelodyGLM: Multi-task Pre-training for Symbolic Melody Generation Xinda Wu Zhijie Huang Kejun Zhang Jiaxing Yu Xu Tan Tieyao Zhang Zihao Wang Lingyun Sun 37 5 0 19 Sep 2023
Human-AI Interactions and Societal Pitfalls Francisco Castro Jian Gao Sébastien Martin 27 2 0 19 Sep 2023
PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction Zijian Zhang Xiangyu Zhao Qidong Liu Chunxu Zhang Qian Ma Wanyu Wang Hongwei Zhao Yiqi Wang Zitao Liu AI4TS 89 17 0 18 Sep 2023
A Statistical Turing Test for Generative Models Hayden Helm Carey E. Priebe Weiwei Yang DeLMO 32 7 0 16 Sep 2023
Using Large Language Models for Knowledge Engineering (LLMKE): A Case Study on Wikidata Bohui Zhang Ioannis Reklos Nitisha Jain Albert Meroño-Peñuela Elena Simperl 26 8 0 15 Sep 2023
How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study Andreas Waldis Yufang Hou Iryna Gurevych 35 2 0 15 Sep 2023
Self-Consistent Narrative Prompts on Abductive Natural Language Inference Chunkit Chan Xin Liu Tszho Chan Cheng Jiayang Yangqiu Song Ginny Wong Simon See LRM 33 6 0 15 Sep 2023
An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing Sonish Sivarajkumar Mark Kelley Alyssa Samolyk-Mazzanti Shyam Visweswaran Yanshan Wang LM&MA 48 28 0 14 Sep 2023
Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API Names? Terry Yue Zhuo Xiaoning Du Zhenchang Xing Jiamou Sun Haowei Quan Li Li Liming Zhu 33 2 0 14 Sep 2023
Generative AI Stefan Feuerriegel Jochen Hartmann Christian Janiesch Patrick Zschech 47 551 0 13 Sep 2023
Prompting Segmentation with Sound Is Generalizable Audio-Visual Source Localizer Yaoting Wang Weisong Liu Guangyao Li Jian Ding Di Hu Xi Li VLM 26 18 0 13 Sep 2023
The first step is the hardest: Pitfalls of Representing and Tokenizing Temporal Data for Large Language Models Dimitris Spathis F. Kawsar AI4TS 41 18 0 12 Sep 2023
Language Models as Black-Box Optimizers for Vision-Language Models Shihong Liu Zhiqiu Lin Samuel Yu Ryan Lee Tiffany Ling Deepak Pathak Deva Ramanan VLM 35 28 0 12 Sep 2023
Detecting Natural Language Biases with Prompt-based Learning Md Abdul Aowal Maliha T Islam P. Mammen Sandesh Shetty 22 1 0 11 Sep 2023
Retrieval-Augmented Meta Learning for Low-Resource Text Classification Rongsheng Li Yongqian Li Hai-Tao Zheng Chaiyut Luoyiching Hai-Tao Zheng Nannan Zhou Hanjing Su RALM 25 2 0 10 Sep 2023
Efficient Emotional Adaptation for Audio-Driven Talking-Head Generation Yuan Gan Zongxin Yang Xihang Yue Lingyun Sun Yezhou Yang 25 57 0 10 Sep 2023
Beyond Traditional Teaching: The Potential of Large Language Models and Chatbots in Graduate Engineering Education M. Abedi Ibrahem Alshybani M. Shahadat M. Murillo 51 13 0 09 Sep 2023
Manifold-based Verbalizer Space Re-embedding for Tuning-free Prompt-based Classification Hao Wang Sendong Zhao Chi-Liang Liu Nuwa Xi Muzhen Cai Bing Qin Ting Liu 29 1 0 08 Sep 2023
LanSER: Language-Model Supported Speech Emotion Recognition Taesik Gong Joshua Belanich Krishna Somandepalli Arsha Nagrani B. Eoff Brendan Jou 33 10 0 07 Sep 2023
Evaluating ChatGPT as a Recommender System: A Rigorous Approach Dario Di Palma Giovanni Maria Biancofiore Vito Walter Anelli Fedelucio Narducci Tommaso Di Noia E. Sciascio ALM 51 27 0 07 Sep 2023
Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences S. Koneru Jian Wu Sarah Rajtmajer 34 9 0 07 Sep 2023
Aligning Large Language Models for Clinical Tasks Supun Manathunga Isuru Hettigoda LM&MA ELM AI4MH 36 10 0 06 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas Griffiths LLMAG LM&Ro 61 154 0 05 Sep 2023
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions Lei Li Yongfeng Zhang Dugang Liu L. Chen 3DV LRM 36 71 0 03 Sep 2023
LoGoPrompt: Synthetic Text Images Can Be Good Visual Prompts for Vision-Language Models Cheng Shi Sibei Yang VLM 27 21 0 03 Sep 2023
Regularly Truncated M-estimators for Learning with Noisy Labels Xiaobo Xia Pengqian Lu Chen Gong Bo Han Jun-chen Yu Jun Yu Tongliang Liu NoLa 38 9 0 02 Sep 2023
Bias and Fairness in Large Language Models: A Survey Isabel O. Gallegos Ryan A. Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 45 498 0 02 Sep 2023
BatchPrompt: Accomplish more with less Jianzhe Lin Maurice Diesendruck Liang Du Robin Abraham LRM 32 9 0 01 Sep 2023
Introducing Language Guidance in Prompt-based Continual Learning Muhammad Gul Zain Ali Khan Muhammad Ferjad Naeem Luc Van Gool D. Stricker F. Tombari Muhammad Zeshan Afzal VLM CLL 22 48 0 30 Aug 2023
Quantifying and Analyzing Entity-level Memorization in Large Language Models Zhenhong Zhou Jiuyang Xiang Chao-Yi Chen Sen Su PILM 38 8 0 30 Aug 2023
Mixup-Augmented Meta-Learning for Sample-Efficient Fine-Tuning of Protein Simulators Jingbang Chen Yian Wang Xingwei Qu Shuangjia Zheng Yao-Chun Yang Hao Dong Jie Fu 35 0 0 29 Aug 2023
TransPrompt v2: A Transferable Prompting Framework for Cross-task Text Classification Rongxiang Weng Chengyu Wang Cen Chen Ming Gao Jun Huang Aoying Zhou VLM 30 0 0 29 Aug 2023
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation Chengyin Li Prashant Khanduri Yao Qiang Rafi Ibn Sultan I. Chetty D. Zhu MedIm 77 13 0 28 Aug 2023
Biomedical Entity Linking with Triple-aware Pre-Training Xiongliang Yan Cedric Moller Ricardo Usbeck AI4CE 40 3 0 28 Aug 2023
FIRE: Food Image to REcipe generation P. Chhikara Dhiraj Chaurasia Yifan Jiang Omkar Masur Filip Ilievski 42 23 0 28 Aug 2023
Mobile Foundation Model as Firmware Jinliang Yuan Chenchen Yang Dongqi Cai Shihe Wang Xin Yuan ... Di Zhang Hanzi Mei Xianqing Jia Shangguang Wang Mengwei Xu 45 19 0 28 Aug 2023
Text Matching Improves Sequential Recommendation by Reducing Popularity Biases Zhenghao Liu Senkun Mei Chenyan Xiong Xiaohua Li Shi Yu Zhiyuan Liu Yu Gu Ge Yu 30 21 0 27 Aug 2023
A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions Zemin Liu Yuan N. Li Nan-Fang Chen Qian Wang Bryan Hooi Bin He FaML 21 13 0 26 Aug 2023
WorldSmith: Iterative and Expressive Prompting for World Building with a Generative AI Hai Dang Frederik Brudy G. Fitzmaurice Fraser Anderson 24 24 0 25 Aug 2023
Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment Shengxiang Zhang Muzammal Naseer Guangyi Chen Zhiqiang Shen Salman Khan Kun Zhang Fahad Shahbaz Khan VLM 60 5 0 24 Aug 2023
Large Language Models Vote: Prompting for Rare Disease Identification David Oniani Jordan Hilsman Hang Dong F. Gao Shiven Verma Yanshan Wang 32 12 0 24 Aug 2023
PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation Haibo Jin Haoxuan Che Yi-Mou Lin Haoxing Chen MedIm 40 60 0 24 Aug 2023
The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures Christoph Reich Tim Prangemeier Heinz Koeppl 31 0 0 23 Aug 2023
PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine Chenrui Zhang Lina Liu Jinpeng Wang Chuyuan Wang Xiaodi Sun Hongyu Wang Mingchen Cai LLMAG 50 24 0 23 Aug 2023
Prompt-Based Length Controlled Generation with Reinforcement Learning Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 24 8 0 23 Aug 2023
Knowledge-injected Prompt Learning for Chinese Biomedical Entity Normalization Songhua Yang Chenghao Zhang Hongfei Xu Yuxiang Jia MedIm 25 0 0 23 Aug 2023
Exploring the Effectiveness of GPT Models in Test-Taking: A Case Study of the Driver's License Knowledge Test Saba Rahimi T. Balch Manuela Veloso ELM 34 1 0 22 Aug 2023