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
E-InMeMo: Enhanced Prompting for Visual In-Context Learning Jiahao Zhang Bowen Wang Hong Liu Liangzhi Li Yuta Nakashima Hajime Nagahara VLM 94 0 0 25 Apr 2025
Urban Region Representation Learning: A Flexible Approach Fengze Sun Yanchuan Chang E. Tanin S. Karunasekera Jianzhong Qi AI4TS 40 0 0 13 Mar 2025
CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction Jiaxin Duan Fengyu Lu Junfei Liu 28 0 0 04 Jan 2025
Knowledge-Guided Prompt Learning for Request Quality Assurance in Public Code Review Lin Li Xinchun Yu Xinyu Chen Peng Liang 14 0 0 29 Oct 2024
AMPLE: Emotion-Aware Multimodal Fusion Prompt Learning for Fake News Detection Xiaoman Xu Xiangrun Li Taihang Wang Ye Jiang 21 1 0 21 Oct 2024
Can Language Models Take A Hint? Prompting for Controllable Contextualized Commonsense Inference Pedro Colon-Hernandez Nanxi Liu Chelsea Joe Peter Chin Claire Yin H. Lieberman Yida Xin C. Breazeal ReLM LRM 29 0 0 03 Oct 2024
SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics Zhiwen You Kanyao Han Haotian Zhu Bertram Ludäscher Jana Diesner 20 0 0 02 Oct 2024
A Multi-Source Heterogeneous Knowledge Injected Prompt Learning Method for Legal Charge Prediction Jingyun Sun Chi Wei Yang Li AILaw 21 0 0 05 Aug 2024
Knowledge Graph Structure as Prompt: Improving Small Language Models Capabilities for Knowledge-based Causal Discovery Yuni Susanti Michael Färber 18 1 0 26 Jul 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 37 1 0 22 Jul 2024
Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models Louis Abraham Charles Arnal Antoine Marie 28 1 0 15 Jul 2024
Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models Ye Liu Kai Zhang Aoran Gan Linan Yue Feng Hu Qi Liu Enhong Chen 14 0 0 12 Jul 2024
Data Augmentation of Multi-turn Psychological Dialogue via Knowledge-driven Progressive Thought Prompting Jiyue Jiang Liheng Chen Sheng Wang Lingpeng Kong Yu-Hu Li Chuan Wu 26 0 0 24 Jun 2024
LLM-Mediated Domain-Specific Voice Agents: The Case of TextileBot Shu Zhong Elia Gatti James Hardwick Miriam Ribul Youngjun Cho Marianna Obrist 23 0 0 15 Jun 2024
LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text Classification Chun Liu Hongguang Zhang Kainan Zhao Xinghai Ju Lin Yang 31 0 0 06 Jun 2024
XPrompt:Explaining Large Language Model's Generation via Joint Prompt Attribution Yurui Chang Bochuan Cao Yujia Wang Jinghui Chen Lu Lin LRM 17 0 0 30 May 2024
BWArea Model: Learning World Model, Inverse Dynamics, and Policy for Controllable Language Generation Chengxing Jia Pengyuan Wang Ziniu Li Yi-Chen Li Zhilong Zhang Nan Tang Yang Yu OffRL 20 1 0 27 May 2024
PLM4Traj: Cognizing Movement Patterns and Travel Purposes from Trajectories with Pre-trained Language Models Zeyu Zhou Yan Lin Haomin Wen S. Guo Jilin Hu Youfang Lin Huaiyu Wan 24 0 0 21 May 2024
Logical Negation Augmenting and Debiasing for Prompt-based Methods Yitian Li Jidong Tian Hao He Yaohui Jin 31 0 0 08 May 2024
Graphical Reasoning: LLM-based Semi-Open Relation Extraction Yicheng Tao Yiqun Wang Longju Bai LRM ReLM 22 0 0 30 Apr 2024
StablePT: Towards Stable Prompting for Few-shot Learning via Input Separation Xiaoming Liu Chen Liu Zhaohan Zhang Chengzhengxu Li Longtian Wang Y. Lan Chao Shen VLM 31 3 0 30 Apr 2024
Automated Construction of Theme-specific Knowledge Graphs Linyi Ding Sizhe Zhou Jinfeng Xiao Jiawei Han 27 8 0 29 Apr 2024
Progressive Multi-modal Conditional Prompt Tuning Xiaoyu Qiu Hao Feng Yuechen Wang Wen-gang Zhou Houqiang Li VLM 21 1 0 18 Apr 2024
Prompt-tuning for Clickbait Detection via Text Summarization Haoxiang Deng Yi Zhu Ye Wang Jipeng Qiang Yunhao Yuan Yun Li Runmei Zhang 16 0 0 17 Apr 2024
On Unified Prompt Tuning for Request Quality Assurance in Public Code Review Xinyu Chen Lin Li Rui Zhang Peng Liang 19 0 0 11 Apr 2024
FPT: Feature Prompt Tuning for Few-shot Readability Assessment Ziyang Wang Sanwoo Lee Hsiu-Yuan Huang Yunfang Wu AAML VLM 14 0 0 03 Apr 2024
Class-Incremental Few-Shot Event Detection Kailin Zhao Xiaolong Jin Long Bai J. Guo Xueqi Cheng VLM CLL 13 0 0 02 Apr 2024
Deep Instruction Tuning for Segment Anything Model Xiaorui Huang Gen Luo Chaoyang Zhu Bo Tong Yiyi Zhou Xiaoshuai Sun Rongrong Ji VLM 28 1 0 31 Mar 2024
Semantic Map-based Generation of Navigation Instructions Chengzu Li Chao Zhang Simone Teufel R. Doddipatla Svetlana Stoyanchev 16 1 0 28 Mar 2024
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning Rui Pan Xiang Liu Shizhe Diao Renjie Pi Jipeng Zhang Chi Han Tong Zhang 20 15 0 26 Mar 2024
Event Temporal Relation Extraction based on Retrieval-Augmented on LLMs Xiaobin Zhang Liangjun Zang Qianwen Liu Shuchong Wei Songlin Hu 19 1 0 22 Mar 2024
Genetic Auto-prompt Learning for Pre-trained Code Intelligence Language Models Chengzhe Feng Yanan Sun Ke Li Pan Zhou Jiancheng Lv Aojun Lu 35 1 0 20 Mar 2024
Mixture-of-Prompt-Experts for Multi-modal Semantic Understanding Zichen Wu Hsiu-Yuan Huang Fanyi Qu Yunfang Wu VLM MoE 22 1 0 17 Mar 2024
RulePrompt: Weakly Supervised Text Classification with Prompting PLMs and Self-Iterative Logical Rules Miaomiao Li Jiaqi Zhu Yang Wang Yi Yang Yilin Li Hongan Wang LRM 19 0 0 05 Mar 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems Zihao Yi Jiarui Ouyang Yuwen Liu Tianhao Liao Zhe Xu Ying Shen LLMAG LRM 39 19 0 28 Feb 2024
Making Pre-trained Language Models Better Continual Few-Shot Relation Extractors Shengkun Ma Jiale Han Yi Liang Bo Cheng CLL VLM 21 6 0 24 Feb 2024
Infusing Hierarchical Guidance into Prompt Tuning: A Parameter-Efficient Framework for Multi-level Implicit Discourse Relation Recognition Haodong Zhao Ruifang He Mengnan Xiao Jing Xu 101 12 0 23 Feb 2024
FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema Junru Lu Siyu An Min Zhang Yulan He Di Yin Xing Sun 24 1 0 19 Feb 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction Sizhe Zhou Yu Meng Bowen Jin Jiawei Han 16 3 0 17 Feb 2024
Pushing The Limit of LLM Capacity for Text Classification Yazhou Zhang Mengyao Wang Chenyu Ren Qiuchi Li Prayag Tiwari Benyou Wang Jing Qin VLM AI4TS 43 20 0 12 Feb 2024
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction Jiangmeng Li Fei Song Yifan Jin Wenwen Qiang Changwen Zheng Fuchun Sun Hui Xiong VLM 26 2 0 25 Jan 2024
APT-Pipe: A Prompt-Tuning Tool for Social Data Annotation using ChatGPT Yiming Zhu Zhizhuo Yin Gareth Tyson Ehsan-ul Haq Lik-Hang Lee Pan Hui ALM 22 1 0 24 Jan 2024
Generative Multi-Modal Knowledge Retrieval with Large Language Models Xinwei Long Jiali Zeng Fandong Meng Zhiyuan Ma Kaiyan Zhang Bowen Zhou Jie Zhou 35 6 0 16 Jan 2024
A Comprehensive Study of Knowledge Editing for Large Language Models Ningyu Zhang Yunzhi Yao Bo Tian Peng Wang Shumin Deng ... Lei Liang Zhiqiang Zhang Xiao-Jun Zhu Jun Zhou Huajun Chen KELM 21 73 0 02 Jan 2024
Enhancing Low-Resource Relation Representations through Multi-View Decoupling Chenghao Fan Wei Wei Xiaoye Qu Zhenyi Lu Wenfeng Xie Yu Cheng Dangyang Chen 8 2 0 26 Dec 2023
L-TUNING: Synchronized Label Tuning for Prompt and Prefix in LLMs Md. Kowsher Md. Shohanur Islam Sobuj Asif Mahmud Nusrat Jahan Prottasha Prakash Bhat 8 3 0 21 Dec 2023
Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks Bo Li Wei Ye Quan-ding Wang Wen Zhao Shikun Zhang VLM 13 1 0 14 Dec 2023
Helping Language Models Learn More: Multi-dimensional Task Prompt for Few-shot Tuning Jinta Weng Jiarui Zhang Yue Hu Daidong Fa Xiaofeng Xu Heyan Huang 6 0 0 13 Dec 2023
ICL Markup: Structuring In-Context Learning using Soft-Token Tags Marc-Etienne Brunet Ashton Anderson R. Zemel 14 4 0 12 Dec 2023
Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification Yoo-Seok Kho Jaehee Kim Pilsung Kang VLM 13 0 0 08 Dec 2023