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 / 1,811 papers shown

Title
Tachikuma: Understading Complex Interactions with Multi-Character and Novel Objects by Large Language Models Yuanzhi Liang Linchao Zhu Yezhou Yang LLMAG 41 4 0 24 Jul 2023
LAMP: Leveraging Language Prompts for Multi-person Pose Estimation Shengnan Hu Ce Zheng Zixiang Zhou Cen Chen G. Sukthankar 28 3 0 21 Jul 2023
Selective Perception: Optimizing State Descriptions with Reinforcement Learning for Language Model Actors Kolby Nottingham Yasaman Razeghi Kyungmin Kim JB Lanier Pierre Baldi Roy Fox Sameer Singh 34 9 0 21 Jul 2023
Enhancing CLIP with GPT-4: Harnessing Visual Descriptions as Prompts Mayug Maniparambil Chris Vorster D. Molloy N. Murphy Kevin McGuinness Noel E. O'Connor CLIP VLM MLLM 32 53 0 21 Jul 2023
Robust Visual Question Answering: Datasets, Methods, and Future Challenges Jie Ma Pinghui Wang Dechen Kong Zewei Wang Jun Liu Hongbin Pei Junzhou Zhao OOD 34 18 0 21 Jul 2023
Making Pre-trained Language Models both Task-solvers and Self-calibrators Yangyi Chen Xingyao Wang Heng Ji 22 0 0 21 Jul 2023
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification Neel Guha Mayee F. Chen Kush S. Bhatia Azalia Mirhoseini Frederic Sala Christopher Ré 45 4 0 20 Jul 2023
FinGPT: Democratizing Internet-scale Data for Financial Large Language Models Xiao-Yang Liu Guoxuan Wang Hongyang Yang Daochen Zha AIFin 44 43 0 19 Jul 2023
Integrating a Heterogeneous Graph with Entity-aware Self-attention using Relative Position Labels for Reading Comprehension Model Shima Foolad Kourosh Kiani 21 1 0 19 Jul 2023
DAPrompt: Deterministic Assumption Prompt Learning for Event Causality Identification Wei Xiang Chuanhong Zhan Bang Wang 18 1 0 19 Jul 2023
Revisiting the Robustness of the Minimum Error Entropy Criterion: A Transfer Learning Case Study Luis P. Silvestrin Shujian Yu Mark Hoogendoorn OOD 56 1 0 17 Jul 2023
Legal Syllogism Prompting: Teaching Large Language Models for Legal Judgment Prediction Cong Jiang Xiaolei Yang ELM LRM AILaw 25 40 0 17 Jul 2023
SINC: Self-Supervised In-Context Learning for Vision-Language Tasks Yi-Syuan Chen Yun-Zhu Song Cheng Yu Yeo Bei Liu Jianlong Fu Hong-Han Shuai VLM LRM 31 4 0 15 Jul 2023
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text Zhun Yang Adam Ishay Joohyung Lee LRM ELM 40 52 0 15 Jul 2023
Improving Zero-Shot Generalization for CLIP with Synthesized Prompts Zhendong Wang Jian Liang Ran He Nana Xu Zilei Wang Tien-Ping Tan VLM 31 51 0 14 Jul 2023
Time for aCTIon: Automated Analysis of Cyber Threat Intelligence in the Wild G. Siracusano D. Sanvito Roberto González Manikantan Srinivasan Sivakaman Kamatchi Wataru Takahashi Masaru Kawakita Takahiro Kakumaru R. Bifulco 35 15 0 14 Jul 2023
Mitigating Bias in Conversations: A Hate Speech Classifier and Debiaser with Prompts Shaina Raza Chen Ding D. Pandya FaML 26 2 0 14 Jul 2023
Adapting an ASR Foundation Model for Spoken Language Assessment Rao Ma Mengjie Qian Mark Gales Kate Knill 35 11 0 13 Jul 2023
Assessing the Ability of ChatGPT to Screen Articles for Systematic Reviews Eugene Syriani István Dávid Gauransh Kumar 29 19 0 12 Jul 2023
SayPlan: Grounding Large Language Models using 3D Scene Graphs for Scalable Robot Task Planning Krishan Rana Jesse Haviland Sourav Garg Jad Abou-Chakra Ian Reid Niko Sünderhauf LM&Ro 42 220 0 12 Jul 2023
GujiBERT and GujiGPT: Construction of Intelligent Information Processing Foundation Language Models for Ancient Texts Dongbo Wang Chang Liu Zhixiao Zhao Si Shen L. Liu ... Haotian Hu Mengcheng Wu Litao Lin Xue Zhao Xiyu Wang 21 9 0 11 Jul 2023
A Survey From Distributed Machine Learning to Distributed Deep Learning Mohammad Dehghani Zahra Yazdanparast 31 0 0 11 Jul 2023
Can I say, now machines can think? Nitisha Aggarwal G. Saxena Sanjeev Singh Amit Pundir LRM AI4CE 26 3 0 11 Jul 2023
Retrieval-augmented GPT-3.5-based Text-to-SQL Framework with Sample-aware Prompting and Dynamic Revision Chain Chunxi Guo Zhiliang Tian Jintao Tang Shasha Li Zhihua Wen Kaixuan Wang Ting Wang RALM 31 17 0 11 Jul 2023
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey S. Mohamadi G. Mujtaba Ngan Le Gianfranco Doretto Don Adjeroh LM&MA AI4MH 36 21 0 09 Jul 2023
Answering Ambiguous Questions via Iterative Prompting Weiwei Sun Hengyi Cai Hongshen Chen Pengjie Ren Zhumin Chen Maarten de Rijke Zhaochun Ren 50 9 0 08 Jul 2023
Unveiling the Potential of Knowledge-Prompted ChatGPT for Enhancing Drug Trafficking Detection on Social Media Chuanbo Hu Bin Liu Xin Li Yanfang Ye 26 4 0 07 Jul 2023
Frontier AI Regulation: Managing Emerging Risks to Public Safety Markus Anderljung Joslyn Barnhart Anton Korinek Jade Leung Cullen O'Keefe ... Jonas Schuett Yonadav Shavit Divya Siddarth Robert F. Trager Kevin J. Wolf SILM 51 118 0 06 Jul 2023
LOAF-M2L: Joint Learning of Wording and Formatting for Singable Melody-to-Lyric Generation Longshen Ou Xichu Ma Ye Wang 33 2 0 05 Jul 2023
Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review M. Wong Shangxin Guo Ching Nam Hang Siu-Wai Ho C. Tan 50 78 0 04 Jul 2023
Unified Conversational Models with System-Initiated Transitions between Chit-Chat and Task-Oriented Dialogues Ye Liu Stefan Ultes Wolfgang Minker Wolfgang Maier 32 6 0 04 Jul 2023
Prompt Tuning Pushes Farther, Contrastive Learning Pulls Closer: A Two-Stage Approach to Mitigate Social Biases Yingji Li Mengnan Du Xin Wang Ying Wang 60 27 0 04 Jul 2023
All in One: Multi-task Prompting for Graph Neural Networks Xiangguo Sun Hongtao Cheng Jia Li Bo Liu Jihong Guan LLMAG AI4CE 32 133 0 04 Jul 2023
CoPL: Contextual Prompt Learning for Vision-Language Understanding Koustava Goswami Srikrishna Karanam Prateksha Udhayanan J. JosephK. Balaji Vasan Srinivasan VLM 26 8 0 03 Jul 2023
Minimum Levels of Interpretability for Artificial Moral Agents Avish Vijayaraghavan C. Badea AI4CE 32 5 0 02 Jul 2023
Shared Growth of Graph Neural Networks via Prompted Free-direction Knowledge Distillation Kaituo Feng Yikun Miao Changsheng Li Ye Yuan Guoren Wang 42 0 0 02 Jul 2023
PM-DETR: Domain Adaptive Prompt Memory for Object Detection with Transformers Peidong Jia Jiaming Liu Senqiao Yang Jiarui Wu Xiaodong Xie Shanghang Zhang VLM 52 2 0 01 Jul 2023
Ticket-BERT: Labeling Incident Management Tickets with Language Models Zhexiong Liu Cris Benge Siduo Jiang VLM 23 4 0 30 Jun 2023
Prompting classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation Balamurali Murugesan Rukhshanda Hussain Rajarshi Bhattacharya Ismail Ben Ayed Jose Dolz VLM VPVLM 26 4 0 30 Jun 2023
Knowledge Base Completion for Long-Tail Entities Lihu Chen Simon Razniewski Gerhard Weikum KELM 28 6 0 30 Jun 2023
LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT Le Zhuo Ruibin Yuan Jiahao Pan Yi Ma Yizhi Li ... Chenghua Lin Emmanouil Benetos Wenhu Chen Wei Xue Yi-Ting Guo 40 16 0 29 Jun 2023
Leveraging GPT-4 for Food Effect Summarization to Enhance Product-Specific Guidance Development via Iterative Prompting Yiwen Shi Ping Ren Jing Wang Biao Han Taha ValizadehAslani Felix Agbavor Yi Zhang Meng Hu Liang Zhao Hualou Liang 33 17 0 28 Jun 2023
RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model Keyan Chen Chenyang Liu Hao Chen Haotian Zhang Wenyuan Li Zhengxia Zou Z. Shi VLM 26 203 0 28 Jun 2023
Is ChatGPT a Biomedical Expert? -- Exploring the Zero-Shot Performance of Current GPT Models in Biomedical Tasks Samy Ateia Udo Kruschwitz LM&MA AI4MH 25 5 0 28 Jun 2023
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution Eric N. D. Nguyen Michael Poli Marjan Faizi A. Thomas Callum Birch-Sykes ... Stefano Massaroli Yoshua Bengio Stefano Ermon S. Baccus Christopher Ré MedIm 35 222 0 27 Jun 2023
Differentially Private Video Activity Recognition Zelun Luo Yuliang Zou Yijin Yang Zane Durante De-An Huang Zhiding Yu Chaowei Xiao L. Fei-Fei Anima Anandkumar PICV 40 4 0 27 Jun 2023
Learning to Modulate pre-trained Models in RL Thomas Schmied M. Hofmarcher Fabian Paischer Razvan Pascanu Sepp Hochreiter CLL OffRL 37 14 0 26 Jun 2023
Composing Parameter-Efficient Modules with Arithmetic Operations Jinghan Zhang Shiqi Chen Junteng Liu Junxian He KELM MoMe 31 110 0 26 Jun 2023
Cross Architecture Distillation for Face Recognition Weisong Zhao Xiangyu Zhu Zhixiang He Xiaoyu Zhang Zhen Lei CVBM 30 6 0 26 Jun 2023
Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation Dongyuan Li Liangwei Yang Chen Wang Zhiwei Liu Hao Peng Chenyu You Philip S. Yu 23 21 0 26 Jun 2023