KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction

15 April 2021

Xiang Chen

Ningyu Zhang

Xin Xie

Shumin Deng

Yunzhi Yao

Chuanqi Tan

Fei Huang

Luo Si

Huajun Chen

ArXiv PDF HTML

Papers citing "KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction"

50 / 165 papers shown

Title
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Da Zheng Lun Du Junwei Su Yuchen Tian Yuqi Zhu Jintian Zhang Lanning Wei Ningyu Zhang H. Chen LRM 61 0 0 06 May 2025
Synthesizing Public Opinions with LLMs: Role Creation, Impacts, and the Future to eDemorcacy Rabimba Karanjai Boris Shor Amanda Austin Ryan Kennedy Yang Lu Lei Xu W. Shi SyDa 61 1 0 31 Mar 2025
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models Ran Xu Hejie Cui Yue Yu Xuan Kan Wenqi Shi Yuchen Zhuang Wei Jin Joyce C. Ho Carl Yang 69 13 0 28 Jan 2025
CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction Jiaxin Duan Fengyu Lu Junfei Liu 33 0 0 04 Jan 2025
M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios Ning Liao Xiaopeng Zhang Minglu Cao Junchi Yan VPVLM VLM 63 0 0 31 Dec 2024
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models Jiaxin Zhang Wendi Cui Yiran Huang Kamalika Das Sricharan Kumar KELM SyDa 25 2 0 12 Oct 2024
Manual Verbalizer Enrichment for Few-Shot Text Classification Quang Anh Nguyen Nadi Tomeh M. Lebbah Thierry Charnois Hanene Azzag Santiago Cordoba Muñoz VLM 30 0 0 08 Oct 2024
TPN: Transferable Proto-Learning Network towards Few-shot Document-Level Relation Extraction Yu Zhang Zhao Kang ViT 44 0 0 01 Oct 2024
Enhancing Explainability in Multimodal Large Language Models Using Ontological Context Jihen Amara B. König-Ries Sheeba Samuel 24 1 0 27 Sep 2024
Maximizing Relation Extraction Potential: A Data-Centric Study to Unveil Challenges and Opportunities Anushka Swarup Avanti Bhandarkar Olivia P. Dizon-Paradis Ronald Wilson D. Woodard 30 0 0 07 Sep 2024
CoRA: Optimizing Low-Rank Adaptation with Common Subspace of Large Language Models Xiaojun Xiao Sen Shen Qiming Bao Hongfei Rong Kairui Liu Zhongsheng Wang J. Liu 36 2 0 31 Aug 2024
A Few-Shot Approach for Relation Extraction Domain Adaptation using Large Language Models Vanni Zavarella Juan Gamero-Salinas Sergio Consoli 19 1 0 05 Aug 2024
Knowledge Graph Structure as Prompt: Improving Small Language Models Capabilities for Knowledge-based Causal Discovery Yuni Susanti Michael Färber 34 3 0 26 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 22 0 0 12 Jul 2024
The Solution for Language-Enhanced Image New Category Discovery Haonan Xu Dian Chao Xiangyu Wu Zhonghua Wan Yang Yang VLM 35 0 0 06 Jul 2024
TemPrompt: Multi-Task Prompt Learning for Temporal Relation Extraction in RAG-based Crowdsourcing Systems Jing Yang Yu Zhao Linyao Yang Xiao Wang Long Chen Fei-Yue Wang LRM 28 2 0 21 Jun 2024
LLM-Mediated Domain-Specific Voice Agents: The Case of TextileBot Shu Zhong Elia Gatti James Hardwick Miriam Ribul Youngjun Cho Marianna Obrist 40 3 0 15 Jun 2024
TextGrad: Automatic "Differentiation" via Text Mert Yuksekgonul Federico Bianchi Joseph Boen Sheng Liu Zhi Huang Carlos Guestrin James Zou LLMAG OOD AI4CE 44 32 0 11 Jun 2024
Multi-Prompting Decoder Helps Better Language Understanding Zifeng Cheng Zhaoling Chen Zhiwei Jiang Yafeng Yin Shiping Ge Yuliang Liu Qing Gu AI4CE 48 0 0 10 Jun 2024
Adapting PromptORE for Modern History: Information Extraction from Hispanic Monarchy Documents of the XVIth Century Hector Loopez Hidalgo Michel Boeglin David Kahn Josiane Mothe Diego Ortiz David Panzoli 32 0 0 24 May 2024
Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks Yichi Zhang Binbin Hu Zhuo Chen Lingbing Guo Ziqi Liu Zhiqiang Zhang Lei Liang Hua-zeng Chen Wen Zhang CLL 29 1 0 21 May 2024
TAI++: Text as Image for Multi-Label Image Classification by Co-Learning Transferable Prompt Xiangyu Wu Qingjun Jiang Yang Yang Yifeng Wu Qingguo Chen Jianfeng Lu VLM VPVLM 26 6 0 11 May 2024
Encoder-Decoder Framework for Interactive Free Verses with Generation with Controllable High-Quality Rhyming Tommaso Pasini Alejo López-Ávila Husam Quteineh Gerasimos Lampouras Jinhua Du Yubing Wang Ze Li Yusen Sun 19 0 0 08 May 2024
Recall Them All: Retrieval-Augmented Language Models for Long Object List Extraction from Long Documents Sneha Singhania Simon Razniewski G. Weikum RALM 34 1 0 04 May 2024
Graphical Reasoning: LLM-based Semi-Open Relation Extraction Yicheng Tao Yiqun Wang Longju Bai LRM ReLM 40 1 0 30 Apr 2024
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction Guozheng Li Peng Wang Wenjun Ke Yikai Guo Ke Ji Ziyu Shang Jiajun Liu Zijie Xu LRM ReLM 41 4 0 27 Apr 2024
A Unified Label-Aware Contrastive Learning Framework for Few-Shot Named Entity Recognition Haojie Zhang Yimeng Zhuang 40 0 0 26 Apr 2024
Dissecting Paraphrases: The Impact of Prompt Syntax and supplementary Information on Knowledge Retrieval from Pretrained Language Models Stephan Linzbach Dimitar Dimitrov Laura Kallmeyer Kilian Evang Hajira Jabeen Stefan Dietze KELM 31 0 0 02 Apr 2024
Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning Nick Mecklenburg Yiyou Lin Xiaoxiao Li Daniel Holstein Leonardo Nunes ... Ranveer Chandra Vijay Aski Pavan Kumar Reddy Yannam Tolga Aktas Todd Hendry 16 21 0 30 Mar 2024
Mix-Initiative Response Generation with Dynamic Prefix Tuning Yuxiang Nie Heyan Huang Xian-Ling Mao Lizi Liao 32 1 0 26 Mar 2024
Event Temporal Relation Extraction based on Retrieval-Augmented on LLMs Xiaobin Zhang Liangjun Zang Qianwen Liu Shuchong Wei Songlin Hu 30 1 0 22 Mar 2024
A Knowledge-Injected Curriculum Pretraining Framework for Question Answering Xin Lin Tianhuang Su Zhenya Huang Shangzi Xue Haifeng Liu Enhong Chen 28 1 0 11 Mar 2024
Enhancing Court View Generation with Knowledge Injection and Guidance Ang Li Yiquan Wu Yifei Liu Fei Wu Ming Cai Kun Kuang AILaw 30 0 0 07 Mar 2024
Making Pre-trained Language Models Better Continual Few-Shot Relation Extractors Shengkun Ma Jiale Han Yi Liang Bo Cheng CLL VLM 27 6 0 24 Feb 2024
IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus Honghao Gui Lin Yuan Hongbin Ye Ningyu Zhang Mengshu Sun Lei Liang Huajun Chen 28 10 0 22 Feb 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction Sizhe Zhou Yu Meng Bowen Jin Jiawei Han 32 7 0 17 Feb 2024
EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models Yixin Ou Ningyu Zhang Honghao Gui Ziwen Xu Shuofei Qiao ... Kangwei Liu Lei Li Zhen Bi Guozhou Zheng Huajun Chen SyDa 32 0 0 05 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 42 2 0 25 Jan 2024
Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? Cheng Han Qifan Wang Yiming Cui Wenguan Wang Lifu Huang Siyuan Qi Dongfang Liu VLM 44 19 0 23 Jan 2024
Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis Shichuan Zhang Sunyi Zheng Zhongyi Shui Honglin Li Lin Yang 23 5 0 03 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 38 76 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 24 2 0 26 Dec 2023
Synergistic Anchored Contrastive Pre-training for Few-Shot Relation Extraction Da Luo Yanglei Gan Rui Hou Run Lin Qiao Liu Yuxiang Cai Wannian Gao 19 4 0 19 Dec 2023
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction Frank Mtumbuka Steven Schockaert 17 0 0 18 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 30 1 0 14 Dec 2023
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs O. Ovadia Menachem Brief Moshik Mishaeli Oren Elisha RALM 26 131 0 10 Dec 2023
Large Knowledge Model: Perspectives and Challenges Huajun Chen KELM 48 9 0 05 Dec 2023
Biomedical knowledge graph-optimized prompt generation for large language models Karthik Soman Peter W Rose John H Morris Rabia E Akbas Brett Smith ... Angela Rizk-Jackson Sharat Israni Charlotte A. Nelson Sui Huang Sergio Baranzini AI4MH 19 23 0 29 Nov 2023
A Survey on Prompting Techniques in LLMs Prabin Bhandari 24 7 0 28 Nov 2023
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 37 81 0 14 Nov 2023