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
A Search for Prompts: Generating Structured Answers from Contracts Adam Roegiest Radha Chitta Jonathan Donnelly Maya Lash A. Vtyurina Franccois Longtin ELM AILaw 54 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 76 6 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 67 31 0 15 Oct 2023
LICO: Explainable Models with Language-Image Consistency Yiming Lei Zilong Li Yangyang Li Junping Zhang Hongming Shan VLM FAtt 51 7 0 15 Oct 2023
How Good is ChatGPT in Giving Advice on Your Visualization Design? Nam Wook Kim Grace Myers Benjamin Bach 83 21 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 103 1 0 14 Oct 2023
Target Variable Engineering Jessica Clark 93 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 87 82 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 68 19 0 13 Oct 2023
A ML-LLM pairing for better code comment classification Hanna Abi Akl 99 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 73 11 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 62 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 164 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 62 40 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 122 14 0 12 Oct 2023
In-Context Unlearning: Language Models as Few Shot Unlearners Martin Pawelczyk Seth Neel Himabindu Lakkaraju MU 131 132 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 58 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 80 23 0 10 Oct 2023
Topic-DPR: Topic-based Prompts for Dense Passage Retrieval Q. Xiao Shuangyin Li Lei Chen 122 2 0 10 Oct 2023
Large Language Models for Propaganda Detection Kilian Sprenkamp Daniel Gordon Jones L. Zavolokina 75 12 0 10 Oct 2023
Contrastive Prompt Learning-based Code Search based on Interaction Matrix Yubo Zhang Yanfang Liu Xinxin Fan Yunfeng Lu 52 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 85 33 0 10 Oct 2023
Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing Wei Dong Dawei Yan Zhijun Lin Peng Wang 80 24 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 96 127 0 09 Oct 2023
Automated Argument Generation from Legal Facts Oscar Tuvey Procheta Sen ELM 60 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 107 76 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 97 8 0 08 Oct 2023
Lightweight In-Context Tuning for Multimodal Unified Models Yixin Chen Shuai Zhang Boran Han Jiaya Jia 65 2 0 08 Oct 2023
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration Ercong Nie Helmut Schmid Hinrich Schütze UQCV 101 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 67 25 0 08 Oct 2023
CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation Weixiang Yan Yuchen Tian Yunzhe Li Qian Chen Wen Wang 119 42 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 71 9 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 103 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 Xiangji Huang AI4MH LM&MA 97 82 0 06 Oct 2023
Reward Dropout Improves Control: Bi-objective Perspective on Reinforced LM Changhun Lee Chiehyeon Lim 80 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 70 0 0 06 Oct 2023
Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models Junchi Yu Ran He Rex Ying LRM 134 31 0 06 Oct 2023
Understanding prompt engineering may not require rethinking generalization Victor Akinwande Yiding Jiang Dylan Sam J. Zico Kolter VLM VPVLM 159 8 0 06 Oct 2023
DirectGPT: A Direct Manipulation Interface to Interact with Large Language Models Damien Masson Sylvain Malacria Géry Casiez Daniel Vogel AI4CE KELM MLLM 99 44 0 05 Oct 2023
Tuning In to Neural Encoding: Linking Human Brain and Artificial Supervised Representations of Language Jingyuan Sun Xiaohan Zhang Marie-Francine Moens 115 7 0 05 Oct 2023
Fine-tune Language Models to Approximate Unbiased In-context Learning Timothy Chu Zhao Song Chiwun Yang 110 16 0 05 Oct 2023
Efficient Federated Prompt Tuning for Black-box Large Pre-trained Models Zihao Lin Yan Sun Yifan Shi Xueqian Wang Lifu Huang Li Shen Dacheng Tao 98 12 0 04 Oct 2023
Discovering Knowledge-Critical Subnetworks in Pretrained Language Models Deniz Bayazit Negar Foroutan Zeming Chen Gail Weiss Antoine Bosselut KELM 105 16 0 04 Oct 2023
Prompting and Adapter Tuning for Self-supervised Encoder-Decoder Speech Model Kai-Wei Chang Ming-Hsin Chen Yun-Ping Lin Jing Neng Hsu Paul Kuo-Ming Huang Chien-yu Huang Shang-Wen Li Hung-yi Lee 100 6 0 04 Oct 2023
On the Cognition of Visual Question Answering Models and Human Intelligence: A Comparative Study Liben Chen Long Chen Tian Ellison-Chen Zhuoyuan Xu LRM 36 0 0 04 Oct 2023
Prompting-based Temporal Domain Generalization Sepidehsadat Hosseini Mengyao Zhai Hossein Hajimirsadegh Frederick Tung AI4TS AI4CE OOD 77 0 0 03 Oct 2023
Automated Bug Generation in the era of Large Language Models Reyhaneh Jabbarvand Yang Chen Ryan Rong Reyhaneh Jabbarvand 76 4 0 03 Oct 2023
Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation Benjamin Steenhoek Michele Tufano Neel Sundaresan Alexey Svyatkovskiy OffRL ALM 153 22 0 03 Oct 2023
Ask Again, Then Fail: Large Language Models' Vacillations in Judgment Qiming Xie Zengzhi Wang Yi Feng Rui Xia AAML HILM 111 9 0 03 Oct 2023
Language Models as Knowledge Bases for Visual Word Sense Disambiguation Anastasia Kritharoula Maria Lymperaiou Giorgos Stamou 76 3 0 03 Oct 2023