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"

26 / 26 papers shown

Title
Prompt Optimization with Logged Bandit Data Haruka Kiyohara Daniel Yiming Cao Yuta Saito Thorsten Joachims 61 0 0 03 Apr 2025
ELICIT: LLM Augmentation via External In-Context Capability Futing Wang Jianhao Yan Yue Zhang Tao Lin 35 0 0 12 Oct 2024
LoPT: Low-Rank Prompt Tuning for Parameter Efficient Language Models Shouchang Guo Sonam Damani Keng-hao Chang VLM 23 1 0 27 Jun 2024
Exploring Small Language Models with Prompt-Learning Paradigm for Efficient Domain-Specific Text Classification Hengyu Luo Peng Liu Stefan Esping 17 4 0 26 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 12 0 0 21 Sep 2023
GECTurk: Grammatical Error Correction and Detection Dataset for Turkish Atakan Kara Farrin Marouf Sofian Andrew Bond Gözde Gül Sahin 10 4 0 20 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 24 1 0 08 Sep 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 10 22 0 06 Jul 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 6 4 0 05 Jun 2023
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization Pranav Ajit Nair Sukomal Pal Pradeepika Verm MoMe 20 2 0 26 May 2023
ChatAgri: Exploring Potentials of ChatGPT on Cross-linguistic Agricultural Text Classification Biao Zhao Weiqiang Jin Javier Del Ser Guangyao Yang 14 55 0 24 May 2023
DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition Chunkit Chan Xin Liu Cheng Jiayang Zihan Li Yangqiu Song Ginny Y. Wong Simon See 17 30 0 06 May 2023
Prompting Is Programming: A Query Language for Large Language Models Luca Beurer-Kellner Marc Fischer Martin Vechev LRM 19 93 0 12 Dec 2022
On the Compositional Generalization Gap of In-Context Learning Arian Hosseini Ankit Vani Dzmitry Bahdanau Alessandro Sordoni Aaron C. Courville 8 24 0 15 Nov 2022
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 12 121 0 11 Nov 2022
Prompt-based Learning for Unpaired Image Captioning Peipei Zhu Xiao Wang Lin Zhu Zhenglong Sun Weishi Zheng Yaowei Wang C. L. P. Chen VLM 16 31 0 26 May 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities Yisheng Song Ting-Yuan Wang S. Mondal J. P. Sahoo SLR 19 341 0 13 May 2022
Clinical Prompt Learning with Frozen Language Models Niall Taylor Yi Zhang Dan W Joyce A. Nevado-Holgado Andrey Kormilitzin VLM LM&MA 16 31 0 11 May 2022
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Matthew Cer VLM LRM 131 276 0 15 Oct 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 202 167 0 18 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 275 3,784 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 238 1,898 0 31 Dec 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 227 1,281 0 18 Mar 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 248 1,382 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 393 2,216 0 03 Sep 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018