PTR: Prompt Tuning with Rules for Text Classification

24 May 2021

Xu Han

Weilin Zhao

Maosong Sun

Papers citing "PTR: Prompt Tuning with Rules for Text Classification"

50 / 226 papers shown

Title
Large Knowledge Model: Perspectives and Challenges Huajun Chen KELM 38 5 0 05 Dec 2023
TARGET: Template-Transferable Backdoor Attack Against Prompt-based NLP Models via GPT4 Zihao Tan Qingliang Chen Yongjian Huang Chen Liang SILM AAML 27 3 0 29 Nov 2023
Plum: Prompt Learning using Metaheuristic Rui Pan Shuo Xing Shizhe Diao Wenhe Sun Xiang Liu Kashun Shum Renjie Pi Jipeng Zhang Tong Zhang VLM OffRL LRM 18 1 0 14 Nov 2023
On the Analysis of Cross-Lingual Prompt Tuning for Decoder-based Multilingual Model Nohil Park Joonsuk Park Kang Min Yoo Sungroh Yoon 13 3 0 14 Nov 2023
Simple and Effective Input Reformulations for Translation Brian Yu Hansen Lillemark Kurt Keutzer 15 0 0 12 Nov 2023
Instruct Me More! Random Prompting for Visual In-Context Learning Jiahao Zhang Bowen Wang Liangzhi Li Yuta Nakashima Hajime Nagahara VLM 12 9 0 07 Nov 2023
A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models Yuanfeng Song Yuanqin He Xuefang Zhao Hanlin Gu Di Jiang Haijun Yang Lixin Fan Qiang Yang 17 0 0 24 Oct 2023
CorefPrompt: Prompt-based Event Coreference Resolution by Measuring Event Type and Argument Compatibilities Sheng Xu Peifeng Li Qiaoming Zhu 10 3 0 23 Oct 2023
CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation Philipp Borchert Jochen De Weerdt Kristof Coussement Arno De Caigny Marie-Francine Moens 12 1 0 18 Oct 2023
Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding Caoyun Fan Jidong Tian Yitian Li Wenqing Chen Hao He Yaohui Jin LRM 14 3 0 18 Oct 2023
Prompt Backdoors in Visual Prompt Learning Hai Huang Zhengyu Zhao Michael Backes Yun Shen Yang Zhang VLM VPVLM AAML SILM 22 2 0 11 Oct 2023
Demystifying Embedding Spaces using Large Language Models Guy Tennenholtz Yinlam Chow Chih-Wei Hsu Jihwan Jeong Lior Shani Azamat Tulepbergenov Deepak Ramachandran Martin Mladenov Craig Boutilier 15 11 0 06 Oct 2023
Efficient Federated Prompt Tuning for Black-box Large Pre-trained Models Zihao Lin Yan Sun Yifan Shi Xueqian Wang Lifu Huang Li Shen Dacheng Tao 15 8 0 04 Oct 2023
VPA: Fully Test-Time Visual Prompt Adaptation Jiachen Sun Mark Ibrahim Melissa Hall Ivan Evtimov Z. Morley Mao Cristian Canton Ferrer C. Hazirbas VLM 13 5 0 26 Sep 2023
Self-Consistent Narrative Prompts on Abductive Natural Language Inference Chunkit Chan Xin Liu Tszho Chan Cheng Jiayang Yangqiu Song Ginny Y. Wong Simon See LRM 12 5 0 15 Sep 2023
Adaptive Prompt Learning with Distilled Connective Knowledge for Implicit Discourse Relation Recognition Bang Wang Zhenglin Wang Wei Xiang Yijun Mo CLL 11 2 0 14 Sep 2023
Enhance Multi-domain Sentiment Analysis of Review Texts through Prompting Strategies Yajing Wang Zongwei Luo LRM 6 5 0 05 Sep 2023
Enhancing PLM Performance on Labour Market Tasks via Instruction-based Finetuning and Prompt-tuning with Rules Jarno Vrolijk David Graus 17 0 0 31 Aug 2023
TransPrompt v2: A Transferable Prompting Framework for Cross-task Text Classification J. Wang Chengyu Wang Cen Chen Ming Gao Jun Huang Aoying Zhou VLM 12 0 0 29 Aug 2023
Knowledge-injected Prompt Learning for Chinese Biomedical Entity Normalization Songhua Yang Chenghao Zhang Hongfei Xu Yuxiang Jia MedIm 14 0 0 23 Aug 2023
Large Language Models for Software Engineering: A Systematic Literature Review Xinying Hou Yanjie Zhao Yue Liu Zhou Yang Kailong Wang Li Li Xiapu Luo David Lo John C. Grundy Haoyu Wang 11 237 0 21 Aug 2023
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training Xiaoyang Wu Zhuotao Tian Xin Wen Bohao Peng Xihui Liu Kaicheng Yu Hengshuang Zhao 6 45 0 18 Aug 2023
Advancing Relation Extraction through Language Probing with Exemplars from Set Co-Expansion Yerong Li Roxana Girju 14 0 0 18 Aug 2023
Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey Lovre Torbarina Tin Ferkovic Lukasz Roguski Velimir Mihelčić Bruno Šarlija Z. Kraljevic 11 3 0 16 Aug 2023
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction Zefa Hu Ziyi Ni Jing Shi Shuang Xu Bo Xu MedIm 27 1 0 30 Jul 2023
On Conditional and Compositional Language Model Differentiable Prompting Jonathan Pilault Can Liu Mohit Bansal Markus Dreyer 14 1 0 04 Jul 2023
Prompt Ensemble Self-training for Open-Vocabulary Domain Adaptation Jiaxing Huang Jingyi Zhang Han Qiu Sheng Jin Shijian Lu VPVLM VLM 11 0 0 29 Jun 2023
Pushing the Limits of ChatGPT on NLP Tasks Xiaofei Sun Linfeng Dong Xiaoya Li Zhen Wan Shuhe Wang ... Jiwei Li Fei Cheng Lingjuan Lyu Fei Wu Guoyin Wang AI4MH LRM 16 29 0 16 Jun 2023
Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning Hengyuan Zhang Dawei Li Yanran Li Chenming Shang Chufan Shi Yong-jia Jiang 35 7 0 09 Jun 2023
COVER: A Heuristic Greedy Adversarial Attack on Prompt-based Learning in Language Models Zihao Tan Qingliang Chen Wenbin Zhu Yongjian Huang AAML SILM 6 2 0 09 Jun 2023
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers Xiaoyan Zhao Yang Deng Min Yang Lingzhi Wang Rui Zhang Hong Cheng W. Lam Ying Shen Ruifeng Xu KELM 11 6 0 03 Jun 2023
Adapting Pre-trained Language Models to Vision-Language Tasks via Dynamic Visual Prompting Shubin Huang Qiong Wu Yiyi Zhou Weijie Chen Rongsheng Zhang Xiaoshuai Sun Rongrong Ji VLM VPVLM LRM 8 0 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 16 7 0 31 May 2023
LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning Amirhossein Abaskohi S. Rothe Yadollah Yaghoobzadeh VLM 13 9 0 29 May 2023
ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback Shengchao Liu Jiong Wang Yijin Yang Chengpeng Wang Ling Liu Hongyu Guo Chaowei Xiao LM&MA KELM AI4MH 18 36 0 29 May 2023
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training Yunyi Zhang Minhao Jiang Yu Meng Yu Zhang Jiawei Han NoLa 26 12 0 23 May 2023
TELeR: A General Taxonomy of LLM Prompts for Benchmarking Complex Tasks Shubhra (Santu) Karmaker Dongji Feng 17 48 0 19 May 2023
Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models Sixing Yu J. P. Muñoz Ali Jannesari AI4CE 6 45 0 19 May 2023
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors Kai Zhang Bernal Jiménez Gutiérrez Yu-Chuan Su 21 65 0 18 May 2023
Text Classification via Large Language Models Xiaofei Sun Xiaoya Li Jiwei Li Fei Wu Shangwei Guo Tianwei Zhang Guoyin Wang RALM LRM 24 134 0 15 May 2023
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion Wenjie Xu Ben Liu Miao Peng Xu Jia Min Peng 10 17 0 13 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 12 1 0 05 May 2023
UNTER: A Unified Knowledge Interface for Enhancing Pre-trained Language Models Deming Ye Yankai Lin Zhengyan Zhang Maosong Sun KELM 11 0 0 02 May 2023
How to Unleash the Power of Large Language Models for Few-shot Relation Extraction? Xin Xu Yuqi Zhu Xiaohan Wang Ningyu Zhang KELM LRM 32 22 0 02 May 2023
ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations Chunkit Chan Cheng Jiayang Weiqi Wang Yuxin Jiang Tianqing Fang Xin Liu Yangqiu Song LRM 66 47 0 28 Apr 2023
MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning Bohan Li Longxu Dou Yutai Hou Yunlong Feng Honglin Mu Qingfu Zhu Qinghua Sun Wanxiang Che VLM 21 2 0 19 Apr 2023
Similarity-Aware Multimodal Prompt Learning for Fake News Detection Ye Jiang Xiaomin Yu Yimin Wang Xiaoman Xu Xingyi Song Diana Maynard 17 10 0 09 Apr 2023
Revisiting Automated Prompting: Are We Actually Doing Better? Yulin Zhou Yiren Zhao Ilia Shumailov Robert D. Mullins Y. Gal 10 4 0 07 Apr 2023
Black Box Few-Shot Adaptation for Vision-Language models Yassine Ouali Adrian Bulat Brais Martínez Georgios Tzimiropoulos VLM 10 31 0 04 Apr 2023
Attention is Not Always What You Need: Towards Efficient Classification of Domain-Specific Text Yasmen Wahba N. Madhavji John Steinbacher 17 0 0 31 Mar 2023