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
Label-Aware Automatic Verbalizer for Few-Shot Text Classification Thanakorn Thaminkaew Piyawat Lertvittayakumjorn P. Vateekul VLM 6 1 0 19 Oct 2023
InferDPT: Privacy-Preserving Inference for Black-box Large Language Model Meng Tong Kejiang Chen Jie Zhang Yuang Qi Weiming Zhang Neng H. Yu Tianwei Zhang Zhikun Zhang SILM 32 2 0 18 Oct 2023
Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting Melanie Sclar Yejin Choi Yulia Tsvetkov Alane Suhr 44 304 0 17 Oct 2023
Prompt Backdoors in Visual Prompt Learning Hai Huang Zhengyu Zhao Michael Backes Yun Shen Yang Zhang VLM VPVLM AAML SILM 43 2 0 11 Oct 2023
Clinical Text Deduplication Practices for Efficient Pretraining and Improved Clinical Tasks Isotta Landi Eugenia Alleva Alissa A. Valentine L. Lepow Alexander W. Charney VLM 28 1 0 29 Sep 2023
Exploring Small Language Models with Prompt-Learning Paradigm for Efficient Domain-Specific Text Classification Hengyu Luo Peng Liu Stefan Esping 28 4 0 26 Sep 2023
PEFTT: Parameter-Efficient Fine-Tuning for low-resource Tibetan pre-trained language models Mingjun Zhou Daiqing Zhuoma Qun Nuo T. Nyima 33 0 0 21 Sep 2023
SLHCat: Mapping Wikipedia Categories and Lists to DBpedia by Leveraging Semantic, Lexical, and Hierarchical Features Zhaoyi Wang Zhenyang Zhang Jiaxin Qin M. Iwaihara 33 0 0 21 Sep 2023
GECTurk: Grammatical Error Correction and Detection Dataset for Turkish Atakan Kara Farrin Marouf Sofian Andrew Bond Gözde Gül Sahin 23 4 0 20 Sep 2023
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs Jonas Golde Patrick Haller Felix Hamborg Julian Risch Alan Akbik 46 8 0 18 Sep 2023
Do PLMs Know and Understand Ontological Knowledge? Weiqi Wu Chengyue Jiang Yong-jia Jiang Pengjun Xie Kewei Tu 28 25 0 12 Sep 2023
Prompt Learning With Knowledge Memorizing Prototypes For Generalized Few-Shot Intent Detection Chaiyut Luoyiching Yong Li Hai-Tao Zheng Rongsheng Li Hai-Tao Zheng Nannan Zhou Hanjing Su CLL 33 0 0 10 Sep 2023
Manifold-based Verbalizer Space Re-embedding for Tuning-free Prompt-based Classification Hao Wang Sendong Zhao Chi-Liang Liu Nuwa Xi Muzhen Cai Bing Qin Ting Liu 29 1 0 08 Sep 2023
Enhancing PLM Performance on Labour Market Tasks via Instruction-based Finetuning and Prompt-tuning with Rules Jarno Vrolijk David Graus 32 2 0 31 Aug 2023
Emotion-Conditioned Text Generation through Automatic Prompt Optimization Yarik Menchaca Resendiz Roman Klinger 24 5 0 09 Aug 2023
CLEVA: Chinese Language Models EVAluation Platform Yanyang Li Jianqiao Zhao Duo Zheng Zi-Yuan Hu Zhi Chen ... Yongfeng Huang Shijia Huang Dahua Lin Michael R. Lyu Liwei Wang ALM ELM 41 10 0 09 Aug 2023
Large Language Model Prompt Chaining for Long Legal Document Classification Dietrich Trautmann ELM AILaw 26 10 0 08 Aug 2023
Revisiting Prompt Engineering via Declarative Crowdsourcing Aditya G. Parameswaran Shreya Shankar Parth Asawa Naman Jain Yujie Wang 38 21 0 07 Aug 2023
DeepOnto: A Python Package for Ontology Engineering with Deep Learning Yuan He Jiaoyan Chen Hang Dong Ian Horrocks Carlo Allocca Taehun Kim B. Sapkota 21 23 0 06 Jul 2023
Your spouse needs professional help: Determining the Contextual Appropriateness of Messages through Modeling Social Relationships David Jurgens Agrima Seth Jack E. Sargent Athena Aghighi Michael Geraci 22 7 0 06 Jul 2023
Evolutionary Verbalizer Search for Prompt-based Few Shot Text Classification Tongtao Ling L. Chen Yutao Lai Haiyan Liu VLM 16 4 0 18 Jun 2023
MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification Hongyuan Dong Weinan Zhang Wanxiang Che VLM 21 2 0 15 Jun 2023
A Scalable and Adaptive System to Infer the Industry Sectors of Companies: Prompt + Model Tuning of Generative Language Models Le-le Cao Vilhelm von Ehrenheim Astrid Berghult Cecilia Henje Richard Anselmo Stahl Joar Wandborg S. Stan Armin Catovic Erik Ferm Hannes Ingelhag 22 4 0 05 Jun 2023
CELDA: Leveraging Black-box Language Model as Enhanced Classifier without Labels Hyunsoo Cho Youna Kim Sang-goo Lee 14 3 0 05 Jun 2023
Effective Structured Prompting by Meta-Learning and Representative Verbalizer Weisen Jiang Yu Zhang James T. Kwok VLM OffRL 49 17 0 01 Jun 2023
Exploring Lottery Prompts for Pre-trained Language Models Yulin Chen Ning Ding Xiaobin Wang Shengding Hu Haitao Zheng Zhiyuan Liu Pengjun Xie VLM LRM 24 7 0 31 May 2023
Alfred: A System for Prompted Weak Supervision Peilin Yu Stephen H. Bach 19 7 0 29 May 2023
Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification Kexi Ji Yixin Lian Jingsheng Gao Baoyuan Wang VLM 27 21 0 26 May 2023
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization Pranav Ajit Nair Sukomal Pal Pradeepika Verm MoMe 34 2 0 26 May 2023
The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing Debayan Banerjee Pranav Ajit Nair Ricardo Usbeck Chris Biemann 20 1 0 24 May 2023
ChatAgri: Exploring Potentials of ChatGPT on Cross-linguistic Agricultural Text Classification Biao Zhao Weiqiang Jin Javier Del Ser Guangyao Yang 35 59 0 24 May 2023
Do prompt positions really matter? Junyu Mao Stuart E. Middleton Mahesan Niranjan VLM 31 3 0 23 May 2023
How to Solve Few-Shot Abusive Content Detection Using the Data We Actually Have Viktor Hangya Alexander Fraser 26 0 0 23 May 2023
Compress, Then Prompt: Improving Accuracy-Efficiency Trade-off of LLM Inference with Transferable Prompt Zhaozhuo Xu Zirui Liu Beidi Chen Yuxin Tang Jue Wang Kaixiong Zhou Xia Hu Anshumali Shrivastava MQ 26 29 0 17 May 2023
CPL-NoViD: Context-Aware Prompt-based Learning for Norm Violation Detection in Online Communities Zihao He Jonathan May Kristina Lerman 44 3 0 16 May 2023
DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition Chunkit Chan Xin Liu Cheng Jiayang Zihan Li Yangqiu Song Ginny Wong Simon See 30 30 0 06 May 2023
Low-Resource Multi-Granularity Academic Function Recognition Based on Multiple Prompt Knowledge Jiawei Liu Ziteng Xiong Yi-ping Jiang Yongqiang Ma Wei Lu Yong Huang Qikai Cheng 25 1 0 05 May 2023
Few-shot Event Detection: An Empirical Study and a Unified View Yubo Ma Zehao Wang Yixin Cao Aixin Sun 60 10 0 03 May 2023
HQP: A Human-Annotated Dataset for Detecting Online Propaganda Abdurahman Maarouf Dominik Bär Dominique Geissler Stefan Feuerriegel 17 9 0 28 Apr 2023
Prompt Engineering for Healthcare: Methodologies and Applications Jiaqi Wang Enze Shi Sigang Yu Zihao Wu Chong Ma ... Dajiang Zhu Yixuan Yuan Dinggang Shen Tianming Liu Shu Zhang LM&MA 44 111 0 28 Apr 2023
CitePrompt: Using Prompts to Identify Citation Intent in Scientific Papers Avishek Lahiri Debarshi Kumar Sanyal Imon Mukherjee 12 6 0 25 Apr 2023
CEIL: A General Classification-Enhanced Iterative Learning Framework for Text Clustering Mingjun Zhao Hao Wu Yinglong Ma Di Niu Haijiang Wu 6 1 0 20 Apr 2023
PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models Aditi Mishra Utkarsh Soni Anjana Arunkumar Jinbin Huang Bum Chul Kwon Chris Bryan LRM 31 33 0 04 Apr 2023
An Annexure to the Paper "Driving the Technology Value Stream by Analyzing App Reviews" Souvick Das Novarun Deb Agostino Cortesi N. Chaki 9 0 0 08 Mar 2023
OpenICL: An Open-Source Framework for In-context Learning Zhenyu Wu Yaoxiang Wang Jiacheng Ye Jiangtao Feng Jingjing Xu Yu Qiao Zhiyong Wu 29 49 0 06 Mar 2023
Dynamic Prompting: A Unified Framework for Prompt Tuning Xianjun Yang Wei Cheng Xujiang Zhao Wenchao Yu Linda R. Petzold Haifeng Chen VLM 25 14 0 06 Mar 2023
Scalable Prompt Generation for Semi-supervised Learning with Language Models Yuhang Zhou Suraj Maharjan Bei Liu VLM 34 13 0 18 Feb 2023
Language Model Analysis for Ontology Subsumption Inference Yuan He Jiaoyan Chen Ernesto Jiménez-Ruiz Hang Dong Ian Horrocks 17 21 0 14 Feb 2023
Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery Yuxin Wen Neel Jain John Kirchenbauer Micah Goldblum Jonas Geiping Tom Goldstein VLM DiffM 22 253 1 07 Feb 2023
Conversation Regression Testing: A Design Technique for Prototyping Generalizable Prompt Strategies for Pre-trained Language Models J.D. Zamfirescu-Pereira Bjoern Hartmann Qian Yang 10 2 0 06 Feb 2023