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
The Life Cycle of Knowledge in Big Language Models: A Survey Boxi Cao Hongyu Lin Xianpei Han Le Sun KELM 21 22 0 14 Mar 2023
Learning Combinatorial Prompts for Universal Controllable Image Captioning Zhen Wang Jun Xiao Yueting Zhuang Fei Gao Jian Shao Long Chen 29 3 0 11 Mar 2023
From Visual Prompt Learning to Zero-Shot Transfer: Mapping Is All You Need Ziqing Yang Zeyang Sha Michael Backes Yang Zhang VPVLM VLM 27 3 0 09 Mar 2023
Towards Zero-Shot Functional Compositionality of Language Models Hangyeol Yu Myeongho Jeong Jamin Shin Hyeongdon Moon Juneyoung Park Seungtaek Choi 12 1 0 06 Mar 2023
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data Kashun Shum Shizhe Diao Tong Zhang ReLM LRM 17 128 0 24 Feb 2023
STA: Self-controlled Text Augmentation for Improving Text Classifications Congcong Wang Gonzalo Fiz Pontiveros Steven Derby Tri Kurniawan Wijaya 15 1 0 24 Feb 2023
Active Prompting with Chain-of-Thought for Large Language Models Shizhe Diao Pengcheng Wang Yong Lin Tong Zhang ReLM KELM LLMAG LRM 8 100 0 23 Feb 2023
How Does In-Context Learning Help Prompt Tuning? Simeng Sun Yang Liu Dan Iter Chenguang Zhu Mohit Iyyer VLM 10 12 0 22 Feb 2023
A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT Jules White Quchen Fu Sam Hays Michael Sandborn Carlos Olea Henry Gilbert Ashraf Elnashar Jesse Spencer-Smith Douglas C. Schmidt LLMAG 6 669 0 21 Feb 2023
Mask-guided BERT for Few Shot Text Classification Wenxiong Liao Zheng Liu Haixing Dai Zihao Wu Yiyang Zhang ... Dajiang Zhu Tianming Liu Sheng R. Li Xiang Li Hongmin Cai VLM 21 39 0 21 Feb 2023
Prompting Large Language Models With the Socratic Method Edward Y. Chang LRM ELM 45 46 0 17 Feb 2023
LabelPrompt: Effective Prompt-based Learning for Relation Classification W. Zhang Xiaoning Song Zhenhua Feng Tianyang Xu Xiaojun Wu VLM 14 3 0 16 Feb 2023
Distinguishability Calibration to In-Context Learning Hongjing Li Hanqi Yan Yanran Li Li Qian Yulan He Lin Gui 11 2 0 13 Feb 2023
Global Constraints with Prompting for Zero-Shot Event Argument Classification Zizheng Lin Hongming Zhang Yangqiu Song 22 12 0 09 Feb 2023
Debiased Fine-Tuning for Vision-language Models by Prompt Regularization Beier Zhu Yulei Niu Saeil Lee Minhoe Hur Hanwang Zhang VLM VPVLM 11 19 0 29 Jan 2023
KAER: A Knowledge Augmented Pre-Trained Language Model for Entity Resolution Liri Fang Lan Li Yiren Liu Vetle I. Torvik Bertram Ludäscher 8 3 0 12 Jan 2023
Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction Bo Li Wei Ye Jinglei Zhang Shikun Zhang 8 12 0 29 Dec 2022
Large Language Models Encode Clinical Knowledge K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 17 1,344 0 26 Dec 2022
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? Jiashu Xu Mingyu Derek Ma Muhao Chen 12 16 0 21 Dec 2022
MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning Zhiyang Xu Ying Shen Lifu Huang MLLM 8 91 0 21 Dec 2022
PromptBoosting: Black-Box Text Classification with Ten Forward Passes Bairu Hou J. O'Connor Jacob Andreas Shiyu Chang Yang Zhang VLM 9 43 0 19 Dec 2022
Decoder Tuning: Efficient Language Understanding as Decoding Ganqu Cui Wentao Li Ning Ding Longtao Huang Zhiyuan Liu Maosong Sun 11 6 0 16 Dec 2022
Pre-trained Language Models Can be Fully Zero-Shot Learners Xuandong Zhao Siqi Ouyang Zhiguo Yu Ming-li Wu Lei Li VLM LRM 10 22 0 14 Dec 2022
PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery Shengxiang Zhang Salman Khan Zhiqiang Shen Muzammal Naseer Guangyi Chen F. Khan CLL VLM 11 57 0 11 Dec 2022
Systematic Analysis for Pretrained Language Model Priming for Parameter-Efficient Fine-tuning Shih-Cheng Huang Shi Wang Min-Han Shih Saurav Sahay Hung-yi Lee 18 0 0 02 Dec 2022
Extensible Prompts for Language Models on Zero-shot Language Style Customization Tao Ge Jing Hu Li Dong Shaoguang Mao Yanqiu Xia Xun Wang Si-Qing Chen Furu Wei VLM 17 6 0 01 Dec 2022
UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction Wei Tang Benfeng Xu Yuyue Zhao Zhendong Mao Yifeng Liu Yong Liao Haiyong Xie 11 30 0 16 Nov 2022
SPE: Symmetrical Prompt Enhancement for Fact Probing Yiyuan Li Tong Che Yezhen Wang Zhengbao Jiang Caiming Xiong Snigdha Chaturvedi 13 3 0 14 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 71 0 11 Nov 2022
CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification Y. Li Canran Xu Guodong Long Tao Shen Chongyang Tao Jing Jiang 23 0 0 11 Nov 2022
Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling Zhichao Duan Xiuxing Li Zhenyu Li Zhuo Wang Jianyong Wang 8 5 0 10 Nov 2022
ConsPrompt: Exploiting Contrastive Samples for Fewshot Prompt Learning Jinta Weng Yifan Deng D. D. Li Hao You Yue Hu Heyan Huang 12 0 0 08 Nov 2022
A Comparison of SVM against Pre-trained Language Models (PLMs) for Text Classification Tasks Yasmen Wahba N. Madhavji John Steinbacher VLM 6 18 0 04 Nov 2022
GPS: Genetic Prompt Search for Efficient Few-shot Learning Hanwei Xu Yujun Chen Yulun Du Nan Shao Yanggang Wang Haiyu Li Zhilin Yang VLM 6 22 0 31 Oct 2022
Bi-Directional Iterative Prompt-Tuning for Event Argument Extraction Lu Dai Bang Wang Wei Xiang Yijun Mo 10 12 0 28 Oct 2022
Multilingual Relation Classification via Efficient and Effective Prompting Yuxuan Chen David Harbecke Leonhard Hennig LRM 11 11 0 25 Oct 2022
Better Few-Shot Relation Extraction with Label Prompt Dropout Peiyuan Zhang Wei Lu VLM 8 18 0 25 Oct 2022
Generative Prompt Tuning for Relation Classification Jiale Han Shuai Zhao Bo Cheng Shengkun Ma Wei Lu VLM 26 24 0 22 Oct 2022
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study Xin Xu Xiang Chen Ningyu Zhang Xin Xie Xi Chen Huajun Chen 11 9 0 19 Oct 2022
Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding J. Wang Wenkang Huang Qiuhui Shi Hongbin Wang Minghui Qiu Xiang Li Ming Gao KELM VLM 14 8 0 16 Oct 2022
Joint Reasoning on Hybrid-knowledge sources for Task-Oriented Dialog Mayank Mishra Danish Contractor Dinesh Raghu RALM 14 0 0 13 Oct 2022
Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition Hao Zhou Man Lan Yuanbin Wu YueFeng Chen Meirong Ma 6 23 0 13 Oct 2022
Distilling Task-specific Logical Rules from Large Pre-trained Models Tao Chen Luxin Liu Xu Jia Baoliang Cui Haihong Tang Siliang Tang 23 1 0 06 Oct 2022
Explaining Patterns in Data with Language Models via Interpretable Autoprompting Chandan Singh John X. Morris J. Aneja Alexander M. Rush Jianfeng Gao LRM 12 0 0 04 Oct 2022
COMPILING: A Benchmark Dataset for Chinese Complexity Controllable Definition Generation Jiaxin Yuan Cunliang Kong Chenhui Xie Liner Yang Erhong Yang 8 1 0 29 Sep 2022
Incorporating Task-specific Concept Knowledge into Script Learning Chenkai Sun Tie Xu Chengxiang Zhai Heng Ji 13 3 0 31 Aug 2022
GRASP: Guiding model with RelAtional Semantics using Prompt for Dialogue Relation Extraction Junyoung Son Jinsung Kim J. Lim Heu-Jeoung Lim 9 14 0 26 Aug 2022
FedPrompt: Communication-Efficient and Privacy Preserving Prompt Tuning in Federated Learning Haodong Zhao Wei Du Fang Li Peixuan Li Gongshen Liu FedML 19 62 0 25 Aug 2022
PANDA: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao VLM CLL 16 41 0 22 Aug 2022
Towards a Sentiment-Aware Conversational Agent Isabel Dias Ricardo Rei Patrícia Pereira Luísa Coheur LLMAG 17 3 0 24 Jul 2022