OpenPrompt: An Open-source Framework for Prompt-learning

3 November 2021

Weilin Zhao

Zhiyuan Liu

Maosong Sun

Papers citing "OpenPrompt: An Open-source Framework for Prompt-learning"

50 / 146 papers shown

Title
An Empirical Study on Prompt Compression for Large Language Models Z. Zhang Jinyi Li Yihuai Lan Qing Guo Hao Wang MQ 49 0 0 24 Apr 2025
Prompt Optimization with Logged Bandit Data Haruka Kiyohara Daniel Yiming Cao Yuta Saito Thorsten Joachims 64 0 0 03 Apr 2025
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation Qingchen Tang Lei Fan M. Pagnucco Yang Song VLM 48 0 0 15 Mar 2025
Automatic Prompt Optimization via Heuristic Search: A Survey Wendi Cui Jiaxin Zhang ZeLin Li Hao Sun Damien Lopez Kamalika Das Bradley Malin Sricharan Kumar 34 1 0 26 Feb 2025
MOPO: Multi-Objective Prompt Optimization for Affective Text Generation Yarik Menchaca Resendiz Roman Klinger 66 1 0 17 Dec 2024
Leveraging Prompt Learning and Pause Encoding for Alzheimer's Disease Detection Yin-Long Liu Rui Feng Jia-Hong Yuan Zhen-Hua Ling 69 0 0 09 Dec 2024
Expanding Sparse Tuning for Low Memory Usage Shufan Shen Junshu Sun Xiangyang Ji Qingming Huang Shuhui Wang 45 0 0 04 Nov 2024
Findings of the Third Shared Task on Multilingual Coreference Resolution Michal Novák Barbora Dohnalová Miloslav Konopík A. Nedoluzhko Martin Popel O. Pražák Jakub Sido Milan Straka Zdeněk Žabokrtský Daniel Zeman 30 3 0 21 Oct 2024
Empirical Study of Mutual Reinforcement Effect and Application in Few-shot Text Classification Tasks via Prompt Chengguang Gan Tatsunori Mori 30 0 0 13 Oct 2024
ELICIT: LLM Augmentation via External In-Context Capability Futing Wang Jianhao Yan Yue Zhang Tao Lin 44 0 0 12 Oct 2024
Manual Verbalizer Enrichment for Few-Shot Text Classification Quang Anh Nguyen Nadi Tomeh M. Lebbah Thierry Charnois Hanene Azzag Santiago Cordoba Muñoz VLM 32 0 0 08 Oct 2024
Persona Knowledge-Aligned Prompt Tuning Method for Online Debate Chunkit Chan Cheng Jiayang Xin Liu Yauwai Yim Yuxin Jiang Zheye Deng Haoran Li Yangqiu Song Ginny Wong Simon See 34 0 0 05 Oct 2024
Re-examining Sexism and Misogyny Classification with Annotator Attitudes Aiqi Jiang Nikolas Vitsakis Tanvi Dinkar Gavin Abercrombie Ioannis Konstas 44 1 0 04 Oct 2024
SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics Zhiwen You Kanyao Han Haotian Zhu Bertram Ludäscher Jana Diesner 30 1 0 02 Oct 2024
Cross-Modal Augmentation for Few-Shot Multimodal Fake News Detection Ye Jiang Taihang Wang Xiaoman Xu Yimin Wang Xingyi Song Diana Maynard 36 2 0 16 Jul 2024
LoPT: Low-Rank Prompt Tuning for Parameter Efficient Language Models Shouchang Guo Sonam Damani Keng-hao Chang VLM 33 1 0 27 Jun 2024
Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification Huiyao Chen Yu Zhao Zulong Chen Mengjia Wang Liangyue Li Meishan Zhang M. Zhang BDL 45 7 0 25 Jun 2024
LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text Classification Chun Liu Hongguang Zhang Kainan Zhao Xinghai Ju Lin Yang 50 4 0 06 Jun 2024
Description Boosting for Zero-Shot Entity and Relation Classification Gabriele Picco Leopold Fuchs Marcos Martínez Galindo Alberto Purpura V. López Hoang Thanh Lam VLM 32 3 0 04 Jun 2024
Safety Control of Service Robots with LLMs and Embodied Knowledge Graphs Yong Qi Gabriel Kyebambo Siyuan Xie Wei Shen Shenghui Wang Bitao Xie Bin He Zhipeng Wang Shuo Jiang 40 2 0 28 May 2024
UniDM: A Unified Framework for Data Manipulation with Large Language Models Yichen Qian Yongyi He Rong Zhu Jintao Huang Zhijian Ma ... Yaohua Wang Xiuyu Sun Defu Lian Bolin Ding Jingren Zhou 26 4 0 10 May 2024
APrompt4EM: Augmented Prompt Tuning for Generalized Entity Matching Yikuan Xia Jiazun Chen Xinchi Li Jun Gao VLM 46 1 0 08 May 2024
UnsafeBench: Benchmarking Image Safety Classifiers on Real-World and AI-Generated Images Y. Qu Xinyue Shen Yixin Wu Michael Backes Savvas Zannettou Yang Zhang EGVM 40 12 0 06 May 2024
Prompt engineering paradigms for medical applications: scoping review and recommendations for better practices Jamil Zaghir Marco Naguib Mina Bjelogrlic Aurélie Névéol Xavier Tannier Christian Lovis AI4CE LM&MA 32 6 0 02 May 2024
Modeling Empathetic Alignment in Conversation Jiamin Yang David Jurgens 24 0 0 02 May 2024
Relational Prompt-based Pre-trained Language Models for Social Event Detection Pu Li Xiaoyan Yu Hao Peng Yantuan Xian Linqin Wang Li Sun Jingyun Zhang Philip S. Yu 51 4 0 12 Apr 2024
LLMs in Biomedicine: A study on clinical Named Entity Recognition Masoud Monajatipoor Jiaxin Yang Joel Stremmel Melika Emami Fazlolah Mohaghegh Mozhdeh Rouhsedaghat Kai-Wei Chang LM&MA 29 17 0 10 Apr 2024
PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models Jinyi Li Yihuai Lan Lei Wang Hao Wang 30 0 0 26 Mar 2024
Monotonic Paraphrasing Improves Generalization of Language Model Prompting Qin Liu Fei Wang Nan Xu Tianyi Yan Tao Meng Muhao Chen LRM 43 7 0 24 Mar 2024
Event Temporal Relation Extraction based on Retrieval-Augmented on LLMs Xiaobin Zhang Liangjun Zang Qianwen Liu Shuchong Wei Songlin Hu 30 1 0 22 Mar 2024
Genetic Auto-prompt Learning for Pre-trained Code Intelligence Language Models Chengzhe Feng Yanan Sun Ke Li Pan Zhou Jiancheng Lv Aojun Lu 51 1 0 20 Mar 2024
Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction Ziyang Xu Keqin Peng Liang Ding Dacheng Tao Xiliang Lu 34 10 0 15 Mar 2024
Fine-tuning vs Prompting, Can Language Models Understand Human Values? Pingwei Sun 24 1 0 12 Mar 2024
RulePrompt: Weakly Supervised Text Classification with Prompting PLMs and Self-Iterative Logical Rules Miaomiao Li Jiaqi Zhu Yang Wang Yi Yang Yilin Li Hongan Wang LRM 35 4 0 05 Mar 2024
Demonstrating Mutual Reinforcement Effect through Information Flow Chengguang Gan Xuzheng He Qinghao Zhang Tatsunori Mori 19 0 0 05 Mar 2024
NetLLM: Adapting Large Language Models for Networking Duo Wu Xianda Wang Yaqi Qiao Zhi Wang Junchen Jiang Shuguang Cui Fangxin Wang 34 30 0 04 Feb 2024
Cheap Learning: Maximising Performance of Language Models for Social Data Science Using Minimal Data Leonardo Castro-Gonzalez Yi-Ling Chung Hannak Rose Kirk John Francis Angus R. Williams Pica Johansson Jonathan Bright 47 1 0 22 Jan 2024
Hierarchical Prompts for Rehearsal-free Continual Learning Yukun Zuo Hantao Yao Lu Yu Liansheng Zhuang Changsheng Xu CLL VLM 24 1 0 21 Jan 2024
A Novel Prompt-tuning Method: Incorporating Scenario-specific Concepts into a Verbalizer Yong Ma Senlin Luo Yu-Ming Shang Zhengjun Li Yong Liu VLM 23 2 0 10 Jan 2024
OTAS: An Elastic Transformer Serving System via Token Adaptation Jinyu Chen Wenchao Xu Zicong Hong Song Guo Yining Qi Jie Zhang Deze Zeng 27 4 0 10 Jan 2024
A Soft Contrastive Learning-based Prompt Model for Few-shot Sentiment Analysis Jingyi Zhou Jie Zhou Jiabao Zhao Siyin Wang Haijun Shan Gui Tao Qi Zhang Xuanjing Huang LLMAG VLM 33 5 0 16 Dec 2023
Gradient-based Parameter Selection for Efficient Fine-Tuning Zhi Zhang Qizhe Zhang Zijun Gao Renrui Zhang Ekaterina Shutova Shiji Zhou Shanghang Zhang 28 15 0 15 Dec 2023
Prompted Zero-Shot Multi-label Classification of Factual Incorrectness in Machine-Generated Summaries Aniket Deroy Subhankar Maity Saptarshi Ghosh 11 5 0 02 Dec 2023
TARGET: Template-Transferable Backdoor Attack Against Prompt-based NLP Models via GPT4 Zihao Tan Qingliang Chen Yongjian Huang Chen Liang SILM AAML 34 3 0 29 Nov 2023
Segment Anything in Defect Detection Bozhen Hu Bin Gao Cheng Tan Tongle Wu Stan Z. Li 24 7 0 17 Nov 2023
Prompt-based Logical Semantics Enhancement for Implicit Discourse Relation Recognition Chenxu Wang Ping Jian Mu Huang 11 5 0 01 Nov 2023
Keyword-optimized Template Insertion for Clinical Information Extraction via Prompt-based Learning Eugenia Alleva Isotta Landi Leslee J. Shaw Erwin P. Böttinger Thomas J Fuchs I. Ensari 21 2 0 31 Oct 2023
LLMaAA: Making Large Language Models as Active Annotators Ruoyu Zhang Yanzeng Li Yongliang Ma Ming Zhou Lei Zou 35 68 0 30 Oct 2023
CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model Kaiyan Zhang Ning Ding Biqing Qi Xuekai Zhu Xinwei Long Bowen Zhou 43 4 0 24 Oct 2023
Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models Pierre Colombo Victor Pellegrain Malik Boudiaf Victor Storchan Myriam Tami Ismail Ben Ayed C´eline Hudelot Pablo Piantanida 38 8 0 21 Oct 2023