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

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

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Title
Simple and Effective Input Reformulations for Translation Brian Yu Hansen Lillemark Kurt Keutzer 28 0 0 12 Nov 2023
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods S. Alqaaidi Elika Bozorgi Afsaneh Shams Krzysztof J. Kochut DRL 30 0 0 29 Oct 2023
CorefPrompt: Prompt-based Event Coreference Resolution by Measuring Event Type and Argument Compatibilities Sheng Xu Peifeng Li Qiaoming Zhu 27 6 0 23 Oct 2023
FactCHD: Benchmarking Fact-Conflicting Hallucination Detection Xiang Chen Duanzheng Song Honghao Gui Chengxi Wang Ningyu Zhang Jiang Yong Fei Huang Chengfei Lv Dan Zhang Huajun Chen HILM 35 14 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 32 3 0 18 Oct 2023
Tuning In to Neural Encoding: Linking Human Brain and Artificial Supervised Representations of Language Jingyuan Sun Xiaohan Zhang Marie-Francine Moens 51 4 0 05 Oct 2023
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View Jintian Zhang Xin Xu Ningyu Zhang Ruibo Liu Bryan Hooi Shumin Deng LLMAG 33 124 0 03 Oct 2023
Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations? Jingyuan Sun Marie-Francine Moens AAML 16 9 0 03 Oct 2023
Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake News Detection Jiaying Wu Xinyu Chen Haobin Yang Qi Zhao Yuhui Shi AAML 27 11 0 28 Sep 2023
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt Yucheng Cai Wentao Ma Yuchuan Wu Shuzheng Si Yuan Shao Zhijian Ou Yongbin Li 40 3 0 20 Sep 2023
Enhancing PLM Performance on Labour Market Tasks via Instruction-based Finetuning and Prompt-tuning with Rules Jarno Vrolijk David Graus 30 2 0 31 Aug 2023
When Do Program-of-Thoughts Work for Reasoning? Zhen Bi Ningyu Zhang Yinuo Jiang Shumin Deng Guozhou Zheng Huajun Chen LRM 30 20 0 29 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 30 0 0 29 Aug 2023
Knowledge-Aware Prompt Tuning for Generalizable Vision-Language Models Baoshuo Kan Teng Wang Wenpeng Lu Xiantong Zhen Weili Guan Feng Zheng VPVLM VLM 28 25 0 22 Aug 2023
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding Tianyu Yu Chengyue Jiang Chao Lou Shen Huang Xiaobin Wang ... Haitao Zheng Ningyu Zhang Pengjun Xie Fei Huang Yong-jia Jiang LRM 57 17 0 21 Aug 2023
Advancing Relation Extraction through Language Probing with Exemplars from Set Co-Expansion Yerong Li Roxana Girju 33 0 0 18 Aug 2023
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models Peng Wang Ningyu Zhang Bo Tian Zekun Xi Yunzhi Yao ... Shuyang Cheng Kangwei Liu Yuansheng Ni Guozhou Zheng Huajun Chen KELM 43 42 0 14 Aug 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges Jeff Z. Pan Simon Razniewski Jan-Christoph Kalo Sneha Singhania Jiaoyan Chen ... Gerard de Melo A. Bonifati Edlira Vakaj M. Dragoni D. Graux KELM 30 73 0 11 Aug 2023
Toward Zero-Shot Instruction Following Renze Lou Wenpeng Yin 41 1 0 04 Aug 2023
Prompt2Gaussia: Uncertain Prompt-learning for Script Event Prediction Shiyao Cui Xin Cong Jiawei Sheng Xuebin Wang Tingwen Liu Jinqiao Shi 22 0 0 04 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 40 1 0 30 Jul 2023
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text Zhun Yang Adam Ishay Joohyung Lee LRM ELM 33 51 0 15 Jul 2023
Extracting Multi-valued Relations from Language Models Sneha Singhania Simon Razniewski G. Weikum KELM 28 4 0 06 Jul 2023
Topological Data Analysis Guided Segment Anything Model Prompt Optimization for Zero-Shot Segmentation in Biological Imaging Ruben Glatt Shusen Liu 25 3 0 30 Jun 2023
Integrating Large Pre-trained Models into Multimodal Named Entity Recognition with Evidential Fusion Weide Liu Xiaoyang Zhong Jingwen Hou Shaohua Li Haozhe Huang Yuming Fang EDL 35 5 0 29 Jun 2023
InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding Junda Wu Tong Yu Rui Wang Zhao-quan Song Ruiyi Zhang Handong Zhao Chaochao Lu Shuai Li Ricardo Henao VLM 33 23 0 08 Jun 2023
TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named Entity Recognition Jiang-Dong Liu Hao Fei Fei Li Jingye Li Bobo Li Liang Zhao Chong Teng Donghong Ji VLM 20 10 0 06 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 24 27 0 03 Jun 2023
Syntax-aware Hybrid prompt model for Few-shot multi-modal sentiment analysis Zikai Zhou Haisong Feng Baiyou Qiao Gang Wu Donghong Han VLM 6 1 0 02 Jun 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 27 126 0 30 May 2023
Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification Kexi Ji Yixin Lian Jingsheng Gao Baoyuan Wang VLM 24 21 0 26 May 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Yangqiu Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Jindong Wang Jennifer Foster Yue Zhang OOD 37 2 0 23 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 48 12 0 23 May 2023
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities Yuqi Zhu Xiaohan Wang Jing Chen Shuofei Qiao Yixin Ou Yunzhi Yao Shumin Deng Huajun Chen Ningyu Zhang LLMAG 38 110 0 22 May 2023
Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling Shengqiong Wu Hao Fei Yixin Cao Lidong Bing Tat-Seng Chua 34 31 0 19 May 2023
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors Kai Zhang Bernal Jiménez Gutiérrez Yu-Chuan Su 29 66 0 18 May 2023
Knowledge Rumination for Pre-trained Language Models Yunzhi Yao Peng Wang Shengyu Mao Chuanqi Tan Fei Huang Huajun Chen Ningyu Zhang KELM 30 3 0 15 May 2023
Schema-adaptable Knowledge Graph Construction Hongbin Ye Honghao Gui Xin Xu Xi Chen Huajun Chen Ningyu Zhang 40 4 0 15 May 2023
Continual Multimodal Knowledge Graph Construction Xiang Chen Jintian Zhang Xiaohan Wang Ningyu Zhang Tongtong Wu Luo Si Yongheng Wang Huajun Chen KELM CLL 27 14 0 15 May 2023
MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset Leonhard Hennig Philippe E. Thomas Sebastian Möller 13 8 0 08 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 52 47 0 02 May 2023
Revisiting k-NN for Fine-tuning Pre-trained Language Models Lei Li Jing Chen Bo Tian Ning Zhang 26 1 0 18 Apr 2023
PromptORE -- A Novel Approach Towards Fully Unsupervised Relation Extraction Pierre-Yves Genest Pierre-Edouard Portier Elöd Egyed-Zsigmond L. Goix LRM 22 12 0 24 Mar 2023
Large Language Model Instruction Following: A Survey of Progresses and Challenges Renze Lou Kai Zhang Wenpeng Yin ALM LRM 29 20 0 18 Mar 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! Yubo Ma Yixin Cao YongChing Hong Aixin Sun RALM 80 135 0 15 Mar 2023
A Survey of Graph Prompting Methods: Techniques, Applications, and Challenges Xuansheng Wu Kaixiong Zhou Mingchen Sun Xin Wang Ninghao Liu 56 12 0 13 Mar 2023
Soft Prompt Guided Joint Learning for Cross-Domain Sentiment Analysis Jingli Shi Weihua Li Quan-wei Bai Yi Yang Jianhua Jiang 28 1 0 01 Mar 2023
LabelPrompt: Effective Prompt-based Learning for Relation Classification Wenbo Zhang Xiaoning Song Zhenhua Feng Tianyang Xu Xiaojun Wu VLM 35 4 0 16 Feb 2023
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding Mingyang Chen Wen Zhang Zhen Yao Yushan Zhu Yang Gao Jeff Z. Pan Hua-zeng Chen 28 10 0 03 Feb 2023
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER Xiang Chen Lei Li Q. Fei Ningyu Zhang Chuanqi Tan Yong-jia Jiang Fei Huang Huajun Chen 26 23 0 25 Jan 2023