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
Efficient Cross-Task Prompt Tuning for Few-Shot Conversational Emotion Recognition Yige Xu Zhiwei Zeng Zhiqi Shen VLM 41 3 0 23 Oct 2023
CITB: A Benchmark for Continual Instruction Tuning Zihan Zhang Meng Fang Ling-Hao Chen Mohammad-Reza Namazi-Rad ALM CLL 60 24 0 23 Oct 2023
Prompt Engineering Through the Lens of Optimal Control Yifan Luo Yiming Tang Chengfeng Shen Zhennan Zhou Bin Dong OffRL 38 6 0 22 Oct 2023
Large Language Models and Multimodal Retrieval for Visual Word Sense Disambiguation Anastasia Kritharoula Maria Lymperaiou Giorgos Stamou 28 4 0 21 Oct 2023
An LLM can Fool Itself: A Prompt-Based Adversarial Attack Xilie Xu Keyi Kong Ning Liu Li-zhen Cui Di Wang Jingfeng Zhang Mohan Kankanhalli AAML SILM 38 69 0 20 Oct 2023
Enhancing Zero-Shot Crypto Sentiment with Fine-tuned Language Model and Prompt Engineering Rahman S. M. Wahidur Ishmam Tashdeed Manjit Kaur Heung-No Lee ALM 43 17 0 20 Oct 2023
AutoMix: Automatically Mixing Language Models Pranjal Aggarwal Aman Madaan Ankit Anand Srividya Pranavi Potharaju Swaroop Mishra ... Karthik Kappaganthu Yiming Yang Shyam Upadhyay Manaal Faruqui Mausam 42 19 0 19 Oct 2023
Named Entity Recognition for Monitoring Plant Health Threats in Tweets: a ChouBERT Approach Shufan Jiang Rafael Angarita Stéphane Cormier Francis Rousseaux 16 0 0 19 Oct 2023
Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks Ming-Hao Hsu Kai-Wei Chang Shang-Wen Li Hung-yi Lee 34 8 0 19 Oct 2023
Quantifying Privacy Risks of Prompts in Visual Prompt Learning Yixin Wu Rui Wen Michael Backes Pascal Berrang Mathias Humbert Yun Shen Yang Zhang AAML VPVLM 34 8 0 18 Oct 2023
Utilising a Large Language Model to Annotate Subject Metadata: A Case Study in an Australian National Research Data Catalogue Shiwei Zhang Ming-Lun Wu Xiuzhen Zhang 41 4 0 17 Oct 2023
Entity Matching using Large Language Models Ralph Peeters Christian Bizer 38 13 0 17 Oct 2023
Unifying Image Processing as Visual Prompting Question Answering Yihao Liu Xiangyu Chen Xianzheng Ma Xintao Wang Jiantao Zhou Yu Qiao Chao Dong MLLM 35 18 0 16 Oct 2023
Using Global Land Cover Product as Prompt for Cropland Mapping via Visual Foundation Model Chao Tao Aoran Hu Rong Xiao Haifeng Li Yuze Wang AI4CE VLM 27 1 0 16 Oct 2023
A Search for Prompts: Generating Structured Answers from Contracts Adam Roegiest Radha Chitta Jonathan Donnelly Maya Lash A. Vtyurina Franccois Longtin ELM AILaw 38 2 0 16 Oct 2023
Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation Yingwei Ma Yue Yu Shanshan Li Yu Jiang Yong Guo Yuanliang Zhang Yutao Xie Xiangke Liao 36 5 0 16 Oct 2023
Prompting for Discovery: Flexible Sense-Making for AI Art-Making with Dreamsheets Shm Garanganao J.D. Zamfirescu-Pereira Kyu Won Kim Mani Rathnam Bjoern Hartmann 37 29 0 15 Oct 2023
LICO: Explainable Models with Language-Image Consistency Yiming Lei Zilong Li Yangyang Li Junping Zhang Hongming Shan VLM FAtt 22 7 0 15 Oct 2023
How Good is ChatGPT in Giving Advice on Your Visualization Design? Nam Wook Kim Grace Myers Benjamin Bach 33 20 0 14 Oct 2023
JM3D & JM3D-LLM: Elevating 3D Understanding with Joint Multi-modal Cues Jiayi Ji Haowei Wang Changli Wu Yiwei Ma Xiaoshuai Sun Rongrong Ji 51 1 0 14 Oct 2023
Target Variable Engineering Jessica Clark 40 0 0 13 Oct 2023
Table-GPT: Table-tuned GPT for Diverse Table Tasks Peng Li Yeye He Dror Yashar Weiwei Cui Song Ge Haidong Zhang D. Fainman Dongmei Zhang Surajit Chaudhuri ALM LMTD 53 70 0 13 Oct 2023
CoPrompt: Supporting Prompt Sharing and Referring in Collaborative Natural Language Programming Felicia Li Feng Ryan Yen Yuzhe You Mingming Fan Jian Zhao Zhicong Lu 47 17 0 13 Oct 2023
A ML-LLM pairing for better code comment classification Hanna Abi Akl 45 2 0 13 Oct 2023
MM-BigBench: Evaluating Multimodal Models on Multimodal Content Comprehension Tasks Xiaocui Yang Wenfang Wu Shi Feng Ming Wang Daling Wang Yang Li Qi Sun Yifei Zhang Xiaoming Fu Soujanya Poria LRM ELM 35 10 0 13 Oct 2023
End-to-end Story Plot Generator Hanlin Zhu Andrew Cohen Danqing Wang Kevin Kaichuang Yang Xiaomeng Yang Jiantao Jiao Yuandong Tian 29 5 0 13 Oct 2023
GLoRE: Evaluating Logical Reasoning of Large Language Models Hanmeng Liu Zhiyang Teng Ruoxi Ning Jian Liu Qiji Zhou Yuexin Zhang Yue Zhang ReLM ELM LRM 70 8 0 13 Oct 2023
Examining the Potential and Pitfalls of ChatGPT in Science and Engineering Problem-Solving Karen D. Wang E. Burkholder Carl E. Wieman S. Salehi Nicholas Haber AI4CE ELM 46 36 0 12 Oct 2023
CoLadder: Supporting Programmers with Hierarchical Code Generation in Multi-Level Abstraction Ryan Yen Jiawen Zhu Sangho Suh Haijun Xia Jian Zhao 52 14 0 12 Oct 2023
In-Context Unlearning: Language Models as Few Shot Unlearners Martin Pawelczyk Seth Neel Himabindu Lakkaraju MU 30 105 0 11 Oct 2023
Large-Language-Model-Powered Agent-Based Framework for Misinformation and Disinformation Research: Opportunities and Open Challenges Javier Pastor-Galindo Pantaleone Nespoli José A. Ruipérez-Valiente AI4CE LLMAG 26 4 0 11 Oct 2023
Benchmarking and Explaining Large Language Model-based Code Generation: A Causality-Centric Approach Zhenlan Ji Pingchuan Ma Zongjie Li Shuai Wang 34 22 0 10 Oct 2023
Topic-DPR: Topic-based Prompts for Dense Passage Retrieval Q. Xiao Shuangyin Li Lei Chen 36 2 0 10 Oct 2023
Large Language Models for Propaganda Detection Kilian Sprenkamp Daniel Gordon Jones L. Zavolokina 35 11 0 10 Oct 2023
Contrastive Prompt Learning-based Code Search based on Interaction Matrix Yubo Zhang Yanfang Liu Xinxin Fan Yunfeng Lu 34 2 0 10 Oct 2023
Model Tuning or Prompt Tuning? A Study of Large Language Models for Clinical Concept and Relation Extraction C.A.I. Peng Xi Yang Kaleb E. Smith Zehao Yu Aokun Chen Jiang Bian Yonghui Wu VLM LRM 41 28 0 10 Oct 2023
Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing Wei Dong Dawei Yan Zhijun Lin Peng Wang 27 21 0 10 Oct 2023
Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models Huaixiu Steven Zheng Swaroop Mishra Xinyun Chen Heng-Tze Cheng Ed H. Chi Quoc V. Le Denny Zhou RALM LRM 33 109 0 09 Oct 2023
Automated Argument Generation from Legal Facts Oscar Tuvey Procheta Sen ELM 21 1 0 09 Oct 2023
MindfulDiary: Harnessing Large Language Model to Support Psychiatric Patients' Journaling Taewan Kim Seolyeong Bae Hyun Ah Kim Su-Woo Lee Hwajung Hong Chanmo Yang Young-Ho Kim AI4MH 31 62 0 08 Oct 2023
ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning Wang Lu Hao Yu Jindong Wang Damien Teney Haohan Wang Yiqiang Chen Qiang Yang Xing Xie Xiangyang Ji 73 8 0 08 Oct 2023
Lightweight In-Context Tuning for Multimodal Unified Models Yixin Chen Shuai Zhang Boran Han Jiaya Jia 24 2 0 08 Oct 2023
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration Ercong Nie Helmut Schmid Hinrich Schütze UQCV 42 2 0 08 Oct 2023
Prompt-augmented Temporal Point Process for Streaming Event Sequence Siqiao Xue Yan Wang Zhixuan Chu Xiaoming Shi Caigao Jiang Hongyan Hao Gangwei Jiang Xiaoyun Feng James Y. Zhang Junqing Zhou AI4TS 32 24 0 08 Oct 2023
CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation Weixiang Yan Yuchen Tian Yunzhe Li Qian Chen Wen Wang 39 35 0 08 Oct 2023
Data-Centric Financial Large Language Models Zhixuan Chu Huaiyu Guo Xinyuan Zhou Yijia Wang Fei Yu ... Xin Lu Daixin Wang Longfei Li Junqing Zhou Sheng Li AIFin 30 7 0 07 Oct 2023
DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries Jianyou Wang Kaicheng Wang Xiaoyue Wang Prudhviraj Naidu Leon Bergen R. Paturi 47 11 0 07 Oct 2023
A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks Fangshuo Liao Md Tahmid Rahman Laskar Cruz Barnum Jimmy X. Huang AI4MH LM&MA 38 68 0 06 Oct 2023
Reward Dropout Improves Control: Bi-objective Perspective on Reinforced LM Changhun Lee Chiehyeon Lim 34 0 0 06 Oct 2023
DiffPrompter: Differentiable Implicit Visual Prompts for Semantic-Segmentation in Adverse Conditions Sanket Kalwar Mihir Ungarala Shruti Jain Aaron Monis Krishna Reddy Konda Sourav Garg K. M. Krishna VLM 37 0 0 06 Oct 2023