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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Title
Intelligent Assistants for the Semiconductor Failure Analysis with LLM-Based Planning Agents Aline Dobrovsky Konstantin Schekotihin Christian Burmer LLMAG 22 0 0 18 Jun 2025
Brewing Knowledge in Context: Distillation Perspectives on In-Context Learning Chengye Li Haiyun Liu Yuanxi Li 15 0 0 13 Jun 2025
Large Language Models for History, Philosophy, and Sociology of Science: Interpretive Uses, Methodological Challenges, and Critical Perspectives Arno Simons Michael Zichert Adrian Wüthrich 25 0 0 13 Jun 2025
ProVox: Personalization and Proactive Planning for Situated Human-Robot Collaboration J. Grannen Siddharth Karamcheti Blake Wulfe Dorsa Sadigh 23 0 0 13 Jun 2025
Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods Zhaiming Shen Alexander Hsu Rongjie Lai Wenjing Liao MLT 140 1 0 12 Jun 2025
Team Anotheroption at SemEval-2025 Task 8: Bridging the Gap Between Open-Source and Proprietary LLMs in Table QA Nikolas Evkarpidi Elena Tutubalina LMTD 88 0 0 11 Jun 2025
Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework Xiao Wei Xiaobao Wang Ning Zhuang Chenyang Wang L. Wang Jianwu Dang 19 0 0 10 Jun 2025
Exploring Visual Prompting: Robustness Inheritance and Beyond Qi Li Liangzhi Li Zhouqiang Jiang Bowen Wang Keke Tang VPVLM VLM 25 0 0 07 Jun 2025
Random Registers for Cross-Domain Few-Shot Learning Shuai Yi Yixiong Zou Yuhua Li Ruixuan Li 74 0 0 03 Jun 2025
Invariant Link Selector for Spatial-Temporal Out-of-Distribution Problem Katherine Tieu Dongqi Fu Jun Wu Jingrui He OOD OODD CML 56 3 0 30 May 2025
Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer Yilun Kong Guozheng Ma Qi Zhao Haoyu Wang Li Shen Xueqian Wang Dacheng Tao MoE OffRL 31 1 0 30 May 2025
Evaluating the Sensitivity of LLMs to Prior Context Robert Hankache Kingsley Nketia Acheampong Liang Song Marek Brynda Raad Khraishi Greig A. Cowan 30 0 0 29 May 2025
GeNRe: A French Gender-Neutral Rewriting System Using Collective Nouns Enzo Doyen Amalia Todirascu 44 0 0 29 May 2025
On Geometry-Enhanced Parameter-Efficient Fine-Tuning for 3D Scene Segmentation Liyao Tang Zhe Chen Dacheng Tao 3DPC 54 0 0 28 May 2025
Visual Large Language Models Exhibit Human-Level Cognitive Flexibility in the Wisconsin Card Sorting Test Guangfu Hao Frederic Alexandre S. Yu LRM 33 0 0 28 May 2025
Information-Theoretic Complementary Prompts for Improved Continual Text Classification Duzhen Zhang Yong Ren Chenxing Li Dong Yu Tielin Zhang CLL VLM 113 0 0 27 May 2025
Interleaved Reasoning for Large Language Models via Reinforcement Learning Roy Xie David Qiu Deepak Gopinath Dong Lin Yanchao Sun Chong-Jun Wang Saloni Potdar Bhuwan Dhingra KELM LRM 75 0 0 26 May 2025
Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects Yixin Cui Haotian Lin Shuo Yang Yixiao Wang Yanjun Huang Hong Chen LM&Ro LRM ELM 121 0 0 26 May 2025
Benchmarking and Rethinking Knowledge Editing for Large Language Models Guoxiu He Xin Song Futing Wang Aixin Sun KELM 48 0 0 24 May 2025
Assessing the Capability of LLMs in Solving POSCOMP Questions Cayo Viegas Rohit Gheyi Márcio Ribeiro ELM 32 0 0 24 May 2025
Efficient Motion Prompt Learning for Robust Visual Tracking Jie Zhao Xin Chen Yongsheng Yuan Michael Felsberg Dong Wang Huchuan Lu 43 0 0 22 May 2025
Few-Shot Adversarial Low-Rank Fine-Tuning of Vision-Language Models Sajjad Ghiasvand Haniyeh Ehsani Oskouie Mahnoosh Alizadeh Ramtin Pedarsani AAML VLM 62 0 0 21 May 2025
Reliable Decision Support with LLMs: A Framework for Evaluating Consistency in Binary Text Classification Applications Fadel M. Megahed Ying-Ju Chen L. Allision Jones-Farmer Younghwa Lee Jiawei Brooke Wang Inez M. Zwetsloot 73 0 0 20 May 2025
AAPO: Enhance the Reasoning Capabilities of LLMs with Advantage Momentum Jian Xiong Jingbo Zhou Jingyong Ye Dejing Dou LRM 93 0 0 20 May 2025
Text Generation Beyond Discrete Token Sampling Yufan Zhuang Liyuan Liu Chandan Singh Jingbo Shang Jianfeng Gao OOD 167 1 0 20 May 2025
MAFA: A multi-agent framework for annotation Mahmood Hegazy Aaron Rodrigues Azzam Naeem 90 0 0 19 May 2025
Pre-trained Prompt-driven Semi-supervised Local Community Detection Li Ni Hengkai Xu Lin Mu Yiwen Zhang Wenjian Luo 80 0 0 18 May 2025
A Survey on Side Information-driven Session-based Recommendation: From a Data-centric Perspective Xiaokun Zhang Bo Xu Chenliang Li Bowei He Hongfei Lin Chen Ma Fenglong Ma 75 1 0 18 May 2025
The Ripple Effect: On Unforeseen Complications of Backdoor Attacks Rui Zhang Yun Shen Hongwei Li Wenbo Jiang Hanxiao Chen Yuan Zhang Guowen Xu Yang Zhang SILM AAML 85 0 0 16 May 2025
Interpretable Risk Mitigation in LLM Agent Systems Jan Chojnacki LLMAG 161 1 0 15 May 2025
Promoting SAM for Camouflaged Object Detection via Selective Key Point-based Guidance Guoying Liang Su Yang 120 0 0 14 May 2025
Evaluating GPT- and Reasoning-based Large Language Models on Physics Olympiad Problems: Surpassing Human Performance and Implications for Educational Assessment Paul Tschisgale Holger Maus Fabian Kieser Ben Kroehs Stefan Petersen Peter Wulff ELM LRM 155 2 0 14 May 2025
Prompt Engineering: How Prompt Vocabulary affects Domain Knowledge Dimitri Schreiter 94 0 0 10 May 2025
Causal Prompt Calibration Guided Segment Anything Model for Open-Vocabulary Multi-Entity Segmentation Wenwen Qiang Jianqi Zhang Jingyao Wang Changwen Zheng VLM 141 0 0 10 May 2025
Learn to Think: Bootstrapping LLM Reasoning Capability Through Graph Representation Learning Hang Gao Chenhao Zhang Tie Wang Junsuo Zhao Fengge Wu Changwen Zheng Huaping Liu LRM 200 0 0 09 May 2025
Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification Ruxue Shi Hengrui Gu Xu Shen Xin Wang LMTD 476 0 0 09 May 2025
Learning Knowledge-based Prompts for Robust 3D Mask Presentation Attack Detection Fangling Jiang Qi Li Bing Liu Weining Wang Caifeng Shan Zhenan Sun Ming-Hsuan Yang 413 0 0 06 May 2025
GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context Learning Rui Lv Zhenru Zhang Kai Zhang Qi Liu Weibo Gao Jing Liu Jiaxia Yan Linan Yue Fangzhou Yao 424 0 0 04 May 2025
Towards High-Fidelity Synthetic Multi-platform Social Media Datasets via Large Language Models Henry Tari Nojus Sereiva Rishabh Kaushal T. Bertaglia Adriana Iamnitchi 80 0 0 02 May 2025
Reasoning Capabilities and Invariability of Large Language Models Alessandro Raganato Rafael Peñaloza Marco Viviani G. Pasi ReLM LRM 128 0 0 01 May 2025
Knowledge-augmented Pre-trained Language Models for Biomedical Relation Extraction Mario Sanger Ulf Leser 91 0 0 01 May 2025
LLM-based Interactive Imitation Learning for Robotic Manipulation Jonas Werner Kun-Mo Chu C. Weber S. Wermter 171 1 0 30 Apr 2025
XBreaking: Explainable Artificial Intelligence for Jailbreaking LLMs Marco Arazzi Vignesh Kumar Kembu Antonino Nocera V. P. 164 0 0 30 Apr 2025
Coreference Resolution for Vietnamese Narrative Texts Hieu-Dai Tran Duc-Vu Nguyen Ngan Luu-Thuy Nguyen 86 0 0 28 Apr 2025
Selecting the Right LLM for eGov Explanations Lior Limonad Fabiana Fournier Hadar Mulian George Manias Spiros Borotis Danai Kyrkou 97 0 0 27 Apr 2025
Application and Optimization of Large Models Based on Prompt Tuning for Fact-Check-Worthiness Estimation Yinglong Yu Hao Shen Zhengyi Lyu Qi He 443 0 0 25 Apr 2025
E-InMeMo: Enhanced Prompting for Visual In-Context Learning Jiahao Zhang Bowen Wang Hong Liu Liangzhi Li Yuta Nakashima Hajime Nagahara VLM 172 0 0 25 Apr 2025
A Comprehensive Survey of Synthetic Tabular Data Generation Ruxue Shi Yili Wang Mengnan Du Xu Shen Xin Wang 245 2 0 23 Apr 2025
Few-shot Hate Speech Detection Based on the MindSpore Framework Zhenkai Qin Dongze Wu Yuxin Liu Guifang Yang 112 1 0 22 Apr 2025
CAPO: Cost-Aware Prompt Optimization Tom Zehle Moritz Schlager Timo Heiß Matthias Feurer VLM 153 0 0 22 Apr 2025