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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Making Mathematical Reasoning Adaptive Z. Lai Xiang Geng Zhijun Wang Yang Bai Jiahuan Li Rongxiang Weng Jingang Wang Xuezhi Cao Xunliang Cai Shujian Huang LRM 6 0 0 06 Oct 2025
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Task Vectors, Learned Not Extracted: Performance Gains and Mechanistic Insight Haolin Yang Hakaze Cho Kaize Ding Naoya Inoue 13 0 0 29 Sep 2025
Towards Structured Knowledge: Advancing Triple Extraction from Regional Trade Agreements using Large Language Models Durgesh Nandini Rebekka Koch Mirco Schoenfeld 12 0 0 29 Sep 2025
SCI-Verifier: Scientific Verifier with Thinking Shenghe Zheng Chenyu Huang F. Yu Junchi Yao Jingqi Ye ... Yun Luo Ning Ding Lei Bai Ganqu Cui Peng Ye LRM 8 0 0 29 Sep 2025
No Loss, No Gain: Gated Refinement and Adaptive Compression for Prompt Optimization Wenhang Shi Yiren Chen Shuqing Bian Xinyi Zhang Kai Tang Pengfei Hu Zhe Zhao Wei Lu Xiaoyong Du 4 0 0 27 Sep 2025
Graph Your Own Prompt Xi Ding Lei Wang Piotr Koniusz Yongsheng Gao 8 0 0 27 Sep 2025
Thinking in Many Modes: How Composite Reasoning Elevates Large Language Model Performance with Limited Data Zishan Ahmad Saisubramaniam Gopalakrishnan LRM 18 0 0 26 Sep 2025
Filtering with Confidence: When Data Augmentation Meets Conformal Prediction Zixuan Wu So Won Jeong Yating Liu Yeo Jin Jung Claire Donnat 20 0 0 25 Sep 2025
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Breaking the Discretization Barrier of Continuous Physics Simulation Learning Fan Xu Hao Wu Nan Wang Lilan Peng Kun Wang Wei Gong Xibin Zhao AI4CE 44 2 0 22 Sep 2025
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The Few-shot Dilemma: Over-prompting Large Language Models Yongjian Tang Doruk Tuncel Christian Koerner Thomas Runkler 12 1 0 16 Sep 2025
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Analogy-Driven Financial Chain-of-Thought (AD-FCoT): A Prompting Approach for Financial Sentiment Analysis Anmol Singhal Navya Singhal AIFin 52 0 0 16 Sep 2025
Programmable Cognitive Bias in Social Agents Xuan Liu HaoYang Shang Haojian Jin 36 0 0 16 Sep 2025
Automated Generation of Research Workflows from Academic Papers: A Full-text Mining Framework Heng Zhang Chengzhi Zhang 20 0 0 16 Sep 2025
Don't Change My View: Ideological Bias Auditing in Large Language Models Paul Kröger Emilio Barkett LLMSV 52 0 0 16 Sep 2025
SI-FACT: Mitigating Knowledge Conflict via Self-Improving Faithfulness-Aware Contrastive Tuning Shengqiang Fu HILM 4 0 0 12 Sep 2025
Limited Reference, Reliable Generation: A Two-Component Framework for Tabular Data Generation in Low-Data Regimes Mingxuan Jiang Yongxin Wang Ziyue Dai Yicun Liu Hongyi Nie Sen Liu Hongfeng Chai DiffM 16 0 0 12 Sep 2025
Deploying AI for Signal Processing education: Selected challenges and intriguing opportunities Jarvis Haupt Qin Lu Yanning Shen Jia Chen Yue Dong Dan McCreary Mehmet Akçakaya G. Giannakis 24 0 0 10 Sep 2025
Getting In Contract with Large Language Models -- An Agency Theory Perspective On Large Language Model Alignment Sascha Kaltenpoth Oliver Müller 24 0 0 09 Sep 2025
Few-Shot Query Intent Detection via Relation-Aware Prompt Learning Liang Zhang Yuan Li Shijie Zhang Zheng Zhang Xitong Li 8 1 0 06 Sep 2025
Personality as a Probe for LLM Evaluation: Method Trade-offs and Downstream Effects Gunmay Handa Zekun Wu Adriano Soares Koshiyama Philip C. Treleaven 12 1 0 05 Sep 2025
Characterizing Fitness Landscape Structures in Prompt Engineering Arend Hintze 4 0 0 04 Sep 2025
Extracting OPQRST in Electronic Health Records using Large Language Models with Reasoning Zhimeng Luo Abhibha Gupta Adam Frisch Daqing He 20 0 0 02 Sep 2025
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Adaptive Point-Prompt Tuning: Fine-Tuning Heterogeneous Foundation Models for 3D Point Cloud Analysis Mengke Li Lihao Chen Peng Zhang Yiu-ming Cheung Hui Huang 25 0 0 30 Aug 2025
Graph-R1: Unleashing LLM Reasoning with NP-Hard Graph Problems Y. Wang Bowen Liu Jianheng Tang Nuo Chen Yuhan Li Qifan Zhang Jia Li OffRL LRM 60 2 0 28 Aug 2025
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PVPO: Pre-Estimated Value-Based Policy Optimization for Agentic Reasoning Wenfeng Feng Penghong Zhao Guochao Jiang Chuzhan Hao Yuewei Zhang Guohua Liu Hao Wang OffRL 47 2 0 28 Aug 2025
Disabling Self-Correction in Retrieval-Augmented Generation via Stealthy Retriever Poisoning Yanbo Dai Zhenlan Ji Zongjie Li Kuan Li Shuai Wang SILM AAML KELM 61 0 0 27 Aug 2025
ReflectivePrompt: Reflective evolution in autoprompting algorithms Viktor N. Zhuravlev Artur R. Khairullin Ernest A. Dyagin Alena N. Sitkina Nikita I. Kulin LLMAG 28 0 0 26 Aug 2025
Applications of Small Language Models in Medical Imaging Classification with a Focus on Prompt Strategies Yiting Wang Ziwei Wang Jiachen Zhong Di Zhu Weiyi Li LM&MA 60 6 0 18 Aug 2025
Text-to-SQL Oriented to the Process Mining Domain: A PT-EN Dataset for Query Translation Bruno Yui Yamate Thais Rodrigues Neubauer Marcelo Fantinato Sarajane Marques Peres 24 0 0 18 Aug 2025
Semantic Communication with Distribution Learning through Sequential Observations Samer Lahoud Kinda Khawam 32 0 0 14 Aug 2025
CD-TVD: Contrastive Diffusion for 3D Super-Resolution with Scarce High-Resolution Time-Varying Data Chongke Bi Xin Gao Jiangkang Deng Guan Jun Han DiffM 54 0 0 11 Aug 2025
HGMF: A Hierarchical Gaussian Mixture Framework for Scalable Tool Invocation within the Model Context Protocol Wenpeng Xing Zhipeng Chen C. D. Lin Meng Han 28 0 0 11 Aug 2025
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NeuroSync: Intent-Aware Code-Based Problem Solving via Direct LLM Understanding ModificationACM Symposium on User Interface Software and Technology (UIST), 2023 Wenshuo Zhang Leixian Shen Shuchang Xu Jindu Wang Jian Zhao Huamin Qu Linping Yuan 24 0 0 05 Aug 2025