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
No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence Chaozheng Wang Yuanhang Yang Cuiyun Gao Yun Peng Hongyu Zhang Michael R. Lyu AAML 23 129 0 24 Jul 2022
STT: Soft Template Tuning for Few-Shot Adaptation Ping Yu Wei Wang Chunyuan Li Ruiyi Zhang Zhanpeng Jin Changyou Chen VLM 12 0 0 18 Jul 2022
FL-Tuning: Layer Tuning for Feed-Forward Network in Transformer Jingping Liu Yuqiu Song Kui Xue Hongli Sun Chao Wang Lihan Chen Haiyun Jiang Jiaqing Liang Tong Ruan 34 1 0 30 Jun 2022
Adaptive Multi-view Rule Discovery for Weakly-Supervised Compatible Products Prediction Rongzhi Zhang Rebecca West Xiquan Cui Chao Zhang 11 6 0 28 Jun 2022
Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation Jiaxin Huang Yu Meng Jiawei Han 22 20 0 28 Jun 2022
A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks Ganqu Cui Lifan Yuan Bingxiang He Yangyi Chen Zhiyuan Liu Maosong Sun AAML ELM SILM 8 68 0 17 Jun 2022
Instance-wise Prompt Tuning for Pretrained Language Models Yuezihan Jiang Hao-Yu Yang Junyang Lin Hanyu Zhao An Yang Chang Zhou Hongxia Yang Zhi-Xin Yang Bin Cui VLM 31 6 0 04 Jun 2022
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning Xiang Chen Lei Li Ningyu Zhang Xiaozhuan Liang Shumin Deng Chuanqi Tan Fei Huang Luo Si Huajun Chen VLM 12 52 0 29 May 2022
Many-Class Text Classification with Matching Yi-Fan Song Yuxian Gu Minlie Huang VLM 4 1 0 23 May 2022
Multilingual Normalization of Temporal Expressions with Masked Language Models Lukas Lange Jannik Strötgen Heike Adel Dietrich Klakow 19 4 0 20 May 2022
Summarization as Indirect Supervision for Relation Extraction K. Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen 61 51 0 19 May 2022
Why only Micro-F1? Class Weighting of Measures for Relation Classification David Harbecke Yuxuan Chen Leonhard Hennig Christoph Alt 13 18 0 19 May 2022
Dynamic Prefix-Tuning for Generative Template-based Event Extraction Xiao Liu Heyan Huang Ge Shi Bo Wang 23 76 0 12 May 2022
Towards Unified Prompt Tuning for Few-shot Text Classification J. Wang Chengyu Wang Fuli Luo Chuanqi Tan Minghui Qiu Fei Yang Qiuhui Shi Songfang Huang Ming Gao VLM 22 18 0 11 May 2022
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering J. Wang Chengyu Wang Minghui Qiu Qiuhui Shi Hongbin Wang Jun Huang Ming Gao RALM 23 15 0 06 May 2022
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning Xiang Chen Lei Li Ningyu Zhang Chuanqi Tan Fei Huang Luo Si Huajun Chen RALM VLM 8 30 0 04 May 2022
Unified Semantic Typing with Meaningful Label Inference James Y. Huang Bangzheng Li Jiashu Xu Muhao Chen 10 26 0 04 May 2022
Tailor: A Prompt-Based Approach to Attribute-Based Controlled Text Generation Kexin Yang Dayiheng Liu Wenqiang Lei Baosong Yang Mingfeng Xue Boxing Chen Jun Xie 21 29 0 28 Apr 2022
Decorate the Examples: A Simple Method of Prompt Design for Biomedical Relation Extraction Hui-Syuan Yeh Thomas Lavergne Pierre Zweigenbaum 8 9 0 21 Apr 2022
A Study on Prompt-based Few-Shot Learning Methods for Belief State Tracking in Task-oriented Dialog Systems Debjoy Saha Bishal Santra Pawan Goyal 8 1 0 18 Apr 2022
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 16 137 0 12 Apr 2022
Contrastive Demonstration Tuning for Pre-trained Language Models Xiaozhuan Liang Ningyu Zhang Shuyang Cheng Zhenru Zhang Chuanqi Tan Huajun Chen VLM ALM VPVLM 20 9 0 09 Apr 2022
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging Yutai Hou Cheng Chen Xianzhen Luo Bo-wen Li Wanxiang Che BDL 8 18 0 02 Apr 2022
Exploring Visual Prompts for Adapting Large-Scale Models Hyojin Bahng Ali Jahanian S. Sankaranarayanan Phillip Isola VLM VPVLM LRM 17 194 0 31 Mar 2022
SpeechPrompt: An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks Kai-Wei Chang Wei-Cheng Tseng Shang-Wen Li Hung-yi Lee 4 21 0 31 Mar 2022
Prototypical Verbalizer for Prompt-based Few-shot Tuning Ganqu Cui Shengding Hu Ning Ding Longtao Huang Zhiyuan Liu VLM 12 96 0 18 Mar 2022
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning Rongzhi Zhang Yue Yu Pranav Shetty Le Song Chao Zhang 17 20 0 18 Mar 2022
Continual Prompt Tuning for Dialog State Tracking Qi Zhu Bing Li Fei Mi Xiaoyan Zhu Minlie Huang CLL KELM 22 49 0 13 Mar 2022
Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration Xiwen Liang Fengda Zhu Lingling Li Hang Xu Xiaodan Liang LM&Ro VLM 14 23 0 08 Mar 2022
Pre-trained Token-replaced Detection Model as Few-shot Learner Zicheng Li Shoushan Li Guodong Zhou 11 8 0 07 Mar 2022
EPPAC: Entity Pre-typing Relation Classification with Prompt AnswerCentralizing Jiejun Tan Wenbin Hu Weiwei Liu 8 1 0 01 Mar 2022
Prompt-Learning for Short Text Classification Yi Zhu Xinke Zhou Jipeng Qiang Yun Li Yunhao Yuan Xindong Wu VLM 8 14 0 23 Feb 2022
P4E: Few-Shot Event Detection as Prompt-Guided Identification and Localization Sha Li Liyuan Liu Yiqing Xie Heng Ji Jiawei Han 33 4 0 15 Feb 2022
Protum: A New Method For Prompt Tuning Based on "[MASK]" Pan He Yuxi Chen Yan Wang Yanru Zhang AAML 14 3 0 28 Jan 2022
Ontology-enhanced Prompt-tuning for Few-shot Learning Hongbin Ye Ningyu Zhang Shumin Deng Xiang Chen Hui Chen Feiyu Xiong Xi Chen Huajun Chen 101 44 0 27 Jan 2022
Black-box Prompt Learning for Pre-trained Language Models Shizhe Diao Zhichao Huang Ruijia Xu Xuechun Li Yong Lin Xiao Zhou Tong Zhang VLM AAML 14 60 0 21 Jan 2022
ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization Hanwei Xu Yujun Chen Yulun Du Nan Shao Yanggang Wang Haiyu Li Zhilin Yang VLM LRM AI4CE 14 67 0 18 Jan 2022
Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer Yinyi Wei Tong Mo Yong-jia Jiang Weiping Li Wen Zhao VLM 18 8 0 14 Jan 2022
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population Ningyu Zhang Xin Xu Li Tao Haiyang Yu Hongbin Ye ... Qiang Chen Feiyu Xiong Fei Huang Guozhou Zheng Huajun Chen VLM HAI 16 32 0 10 Jan 2022
Discourse-Aware Soft Prompting for Text Generation Marjan Ghazvininejad Vladimir Karpukhin Vera Gor Asli Celikyilmaz 13 4 0 10 Dec 2021
Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation Tianyi Liu Zuxuan Wu Wenhan Xiong Jingjing Chen Yu-Gang Jiang VLM MLLM 24 10 0 10 Dec 2021
Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation Jiaying Gong Hoda Eldardiry 14 3 0 08 Dec 2021
GraphPrompt: Graph-Based Prompt Templates for Biomedical Synonym Prediction Hanwen Xu Jiayou Zhang Zhirui Wang Shizhuo Zhang M. Bhalerao Yucong Liu Dawei Zhu Sheng Wang 8 5 0 13 Nov 2021
OpenPrompt: An Open-source Framework for Prompt-learning Ning Ding Shengding Hu Weilin Zhao Yulin Chen Zhiyuan Liu Haitao Zheng Maosong Sun VLM LLMAG 12 230 0 03 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 36 1,012 0 01 Nov 2021
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks Xiao Liu Kaixuan Ji Yicheng Fu Weng Lam Tam Zhengxiao Du Zhilin Yang Jie Tang VLM 228 780 0 14 Oct 2021
Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models Xin Zhou Ruotian Ma Tao Gui Y. Tan Qi Zhang Xuanjing Huang VLM 14 5 0 14 Oct 2021
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5 Chengwei Qin Shafiq R. Joty CLL 150 96 0 14 Oct 2021
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction Linhan Zhang Qian Chen Wen Wang Chong Deng Shiliang Zhang Bing Li Wei Wang Xin Cao 39 56 0 13 Oct 2021
A Survey of Knowledge Enhanced Pre-trained Models Jian Yang Xinyu Hu Gang Xiao Yulong Shen KELM 17 5 0 01 Oct 2021