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"

50 / 1,829 papers shown

Title
The first step is the hardest: Pitfalls of Representing and Tokenizing Temporal Data for Large Language Models Dimitris Spathis F. Kawsar AI4TS 90 25 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 126 30 0 12 Sep 2023
Detecting Natural Language Biases with Prompt-based Learning Md Abdul Aowal Maliha T Islam P. Mammen Sandesh Shetty 56 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 81 2 0 10 Sep 2023
Efficient Emotional Adaptation for Audio-Driven Talking-Head Generation Yuan Gan Zongxin Yang Xihang Yue Lingyun Sun Yezhou Yang 78 62 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 113 15 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 55 2 0 08 Sep 2023
LanSER: Language-Model Supported Speech Emotion Recognition Taesik Gong Joshua Belanich Krishna Somandepalli Arsha Nagrani B. Eoff Brendan Jou 71 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 132 30 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 115 9 0 07 Sep 2023
Aligning Large Language Models for Clinical Tasks Supun Manathunga Isuru Hettigoda LM&MA ELM AI4MH 90 11 0 06 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas Griffiths LLMAG LM&Ro 166 182 0 05 Sep 2023
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions Lei Li Yongfeng Zhang Dugang Liu Lixing Chen 3DV LRM 98 76 0 03 Sep 2023
LoGoPrompt: Synthetic Text Images Can Be Good Visual Prompts for Vision-Language Models Cheng Shi Sibei Yang VLM 90 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 94 13 0 02 Sep 2023
Bias and Fairness in Large Language Models: A Survey Isabel O. Gallegos Ryan Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 140 612 0 02 Sep 2023
BatchPrompt: Accomplish more with less Jianzhe Lin Maurice Diesendruck Liang Du Robin Abraham LRM 96 10 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 105 51 0 30 Aug 2023
Quantifying and Analyzing Entity-level Memorization in Large Language Models Zhenhong Zhou Jiuyang Xiang Chao-Yi Chen Sen Su PILM 90 12 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 63 0 0 29 Aug 2023
TransPrompt v2: A Transferable Prompting Framework for Cross-task Text Classification Jiadong Wang Chengyu Wang Cen Chen Ming Gao Jun Huang Aoying Zhou VLM 94 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 129 13 0 28 Aug 2023
Biomedical Entity Linking with Triple-aware Pre-Training Xiongliang Yan Cedric Moller Ricardo Usbeck AI4CE 70 3 0 28 Aug 2023
FIRE: Food Image to REcipe generation P. Chhikara Dhiraj Chaurasia Yifan Jiang Omkar Masur Filip Ilievski 81 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 120 22 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 103 26 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 85 15 0 26 Aug 2023
WorldSmith: Iterative and Expressive Prompting for World Building with a Generative AI Hai Dang Frederik Brudy G. Fitzmaurice Fraser Anderson 67 29 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 103 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 62 13 0 24 Aug 2023
PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation Haibo Jin Haoxuan Che Yi Lin Haoxing Chen MedIm 113 67 0 24 Aug 2023
The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures Christoph Reich Tim Prangemeier Heinz Koeppl 63 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 80 25 0 23 Aug 2023
Prompt-Based Length Controlled Generation with Reinforcement Learning Renlong Jie Xiaojun Meng Lifeng Shang Xin Jiang Qun Liu 89 11 0 23 Aug 2023
Knowledge-injected Prompt Learning for Chinese Biomedical Entity Normalization Songhua Yang Chenghao Zhang Hongfei Xu Yuxiang Jia MedIm 35 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 54 1 0 22 Aug 2023
Knowledge Graph Prompting for Multi-Document Question Answering Yu Wang Nedim Lipka Ryan Rossi Alexa F. Siu Ruiyi Zhang Hanyu Wang RALM 76 143 0 22 Aug 2023
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation Jinpeng Wang Ziyun Zeng Yunxiao Wang Yuting Wang Xingyu Lu Tianxiang Li Jun Yuan Rui Zhang Haitao Zheng Shutao Xia 98 48 0 22 Aug 2023
Large Language Models for Software Engineering: A Systematic Literature Review Xinying Hou Yanjie Zhao Yue Liu Zhou Yang Kailong Wang Li Li Xiapu Luo David Lo John C. Grundy Haoyu Wang 137 441 0 21 Aug 2023
Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models Martin Weyssow Xin Zhou Kisub Kim David Lo H. Sahraoui 98 36 0 21 Aug 2023
When Prompt-based Incremental Learning Does Not Meet Strong Pretraining Yuyao Tang Yifan Peng Weiwen Zheng CLL VLM 103 34 0 21 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yang Liu Gao Huang LLMAG 121 227 0 20 Aug 2023
The Snowflake Hypothesis: Training Deep GNN with One Node One Receptive field Kun Wang Guohao Li Shilong Wang Guibin Zhang Kaidi Wang Yang You Xiaojiang Peng Yuxuan Liang Yang Wang 73 9 0 19 Aug 2023
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training Xiaoyang Wu Zhuotao Tian Xin Wen Bohao Peng Xihui Liu Kaicheng Yu Hengshuang Zhao 67 52 0 18 Aug 2023
ChatHaruhi: Reviving Anime Character in Reality via Large Language Model Cheng Li Ziang Leng Chenxi Yan Junyi Shen Hao Wang ... HaoSheng Wang Linkang Zhan Yaokai Jia Pingyu Wu Haozhen Sun 66 34 0 18 Aug 2023
ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPT Fatemeh Nazary Yashar Deldjoo Tommaso Di Noia LM&MA AI4MH 98 16 0 17 Aug 2023
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models Yilin Wen Zifeng Wang Jimeng Sun ReLM 97 78 0 17 Aug 2023
Event-Guided Procedure Planning from Instructional Videos with Text Supervision Ante Wang Kun-Li Channing Lin Jiachen Du Jingke Meng Wei-Shi Zheng 67 16 0 17 Aug 2023
Tem-adapter: Adapting Image-Text Pretraining for Video Question Answer Guangyi Chen Xiao Liu Guangrun Wang Kun Zhang Philip H.S.Torr Xiaoping Zhang Yansong Tang 119 19 0 16 Aug 2023
Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey Lovre Torbarina Tin Ferkovic Lukasz Roguski Velimir Mihelčić Bruno Šarlija Z. Kraljevic 84 5 0 16 Aug 2023