GPT-RE: In-context Learning for Relation Extraction using Large Language Models

3 May 2023

Qianying Liu

Jiwei Li

Sadao Kurohashi

LRM

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Papers citing "GPT-RE: In-context Learning for Relation Extraction using Large Language Models"

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Title
Crowdsourcing-Based Knowledge Graph Construction for Drug Side Effects Using Large Language Models with an Application on Semaglutide Zhijie Duan Kai Wei Zhaoqian Xue Jiayan Zhou Shu Yang Siyuan Ma Jin Jin Lingyao Li 119 0 0 06 Apr 2025
Relation Extraction with Instance-Adapted Predicate Descriptions Yuhang Jiang Ramakanth Kavuluru 53 0 0 22 Mar 2025
Can LLMs be Good Graph Judger for Knowledge Graph Construction? Haoyu Huang C. L. P. Chen Conghui He Yang Li Jiawei Jiang W. Zhang 79 1 0 26 Nov 2024
Efficient Alignment of Large Language Models via Data Sampling Amrit Khera Rajat Ghosh Debojyoti Dutta 36 1 0 15 Nov 2024
Large Language Models can Achieve Social Balance Pedro Cisneros-Velarde 45 1 0 05 Oct 2024
DiMB-RE: Mining the Scientific Literature for Diet-Microbiome Associations Gibong Hong Veronica Hindle Nadine M. Veasley Hannah D. Holscher Halil Kilicoglu AI4CE 43 0 0 29 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
MMREC: LLM Based Multi-Modal Recommender System Jiahao Tian Jinman Zhao Zhenkai Wang Zhicheng Ding 39 11 0 08 Aug 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
Actionable Cyber Threat Intelligence using Knowledge Graphs and Large Language Models Romy Fieblinger Md Tanvirul Alam Nidhi Rastogi 22 9 0 30 Jun 2024
Biomedical Visual Instruction Tuning with Clinician Preference Alignment Hejie Cui Lingjun Mao Xin Liang Jieyu Zhang Hui Ren Quanzheng Li Xiang Li Carl Yang LM&MA 59 6 0 19 Jun 2024
Research Trends for the Interplay between Large Language Models and Knowledge Graphs H. Khorashadizadeh Fatima Zahra Amara Morteza Ezzabady Frédéric Ieng Sanju Tiwari Nandana Mihindukulasooriya Jinghua Groppe S. Sahri Farah Benamara Sven Groppe 28 7 0 12 Jun 2024
Automated Construction of Theme-specific Knowledge Graphs Linyi Ding Sizhe Zhou Jinfeng Xiao Jiawei Han 37 8 0 29 Apr 2024
CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model Zhengpeng Shi Haoran Luo LRM ALM 36 2 0 28 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 39 4 0 27 Apr 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors Guozheng Li Peng Wang Jiajun Liu Yikai Guo Ke Ji Ziyu Shang Zijie Xu LRM 35 7 0 27 Apr 2024
Empirical Analysis of Dialogue Relation Extraction with Large Language Models Guozheng Li Zijie Xu Ziyu Shang Jiajun Liu Ke Ji Yikai Guo 48 2 0 27 Apr 2024
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models Wolfgang Otto Sharmila Upadhyaya Stefan Dietze 26 0 0 08 Apr 2024
A Two Dimensional Feature Engineering Method for Relation Extraction Hao Wang Yanping Chen Weizhe Yang Yongbin Qin Ruizhang Huang 33 1 0 07 Apr 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
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Bill Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 38 144 0 29 Dec 2023
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration Meihao Fan Xiaoyue Han Ju Fan Chengliang Chai Nan Tang Guoliang Li Xiaoyong Du 27 5 0 07 Dec 2023
Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction Hongbin Ye Honghao Gui Aijia Zhang Tong Liu Wei Hua Weiqiang Jia LLMAG 23 5 0 05 Dec 2023
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang 18 1 0 17 Oct 2023
Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment Ji Qi Kaixuan Ji Xiaozhi Wang Jifan Yu Kaisheng Zeng Lei Hou Juanzi Li Bin Xu LRM 16 3 0 16 Oct 2023
Empirical Study of Zero-Shot NER with ChatGPT Tingyu Xie Qi Li Jian Zhang Yan Zhang Zuozhu Liu Hongwei Wang LRM ReLM 24 63 0 16 Oct 2023
Guideline Learning for In-context Information Extraction Chaoxu Pang Yixuan Cao Qiang Ding Ping Luo 11 19 0 08 Oct 2023
Instruction Tuning for Large Language Models: A Survey Shengyu Zhang Linfeng Dong Xiaoya Li Sen Zhang Xiaofei Sun ... Jiwei Li Runyi Hu Tianwei Zhang Fei Wu Guoyin Wang LM&MA 24 534 0 21 Aug 2023
Position: Key Claims in LLM Research Have a Long Tail of Footnotes Anna Rogers A. Luccioni 48 19 0 14 Aug 2023
MT4CrossOIE: Multi-stage Tuning for Cross-lingual Open Information Extraction Tongliang Li Zixiang Wang Linzheng Chai Jian Yang Jiaqi Bai ... Jiaheng Liu Hongcheng Guo Liqun Yang Hebboul Zine el-abidine Zhoujun Li 39 3 0 12 Aug 2023
Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction S. Carta Alessandro Giuliani L. piano Alessandro Sebastian Podda Livio Pompianu Sandro Gabriele Tiddia 17 31 0 03 Jul 2023
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models P. Rajpoot Ankur P. Parikh 24 14 0 30 Jun 2023
Pushing the Limits of ChatGPT on NLP Tasks Xiaofei Sun Linfeng Dong Xiaoya Li Zhen Wan Shuhe Wang ... Jiwei Li Fei Cheng Lingjuan Lyu Fei Wu Guoyin Wang AI4MH LRM 37 29 0 16 Jun 2023
Enhancing In-Context Learning with Answer Feedback for Multi-Span Question Answering Zixian Huang Jiaying Zhou Gengyang Xiao Gong Cheng KELM 11 10 0 07 Jun 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 33 110 0 22 May 2023
InstructIE: A Bilingual Instruction-based Information Extraction Dataset Honghao Gui Shuofei Qiao Jintian Zhang Hongbin Ye Mengshu Sun Lei Liang Jeff Z. Pan Huajun Chen Ningyu Zhang 26 7 0 19 May 2023
Text Classification via Large Language Models Xiaofei Sun Xiaoya Li Jiwei Li Fei Wu Shangwei Guo Tianwei Zhang Guoyin Wang RALM LRM 32 136 0 15 May 2023
A Survey on In-context Learning Qingxiu Dong Lei Li Damai Dai Ce Zheng Jingyuan Ma ... Zhiyong Wu Baobao Chang Xu Sun Lei Li Zhifang Sui ReLM AIMat 20 461 0 31 Dec 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 307 4,077 0 24 May 2022
DeepStruct: Pretraining of Language Models for Structure Prediction Chenguang Wang Xiao Liu Zui Chen Haoyun Hong Jie Tang Dawn Song 217 66 0 21 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,237 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 355 8,457 0 28 Jan 2022
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 279 1,120 0 18 Apr 2021
Constrained Language Models Yield Few-Shot Semantic Parsers Richard Shin C. H. Lin Sam Thomson Charles C. Chen Subhro Roy Emmanouil Antonios Platanios Adam Pauls Dan Klein J. Eisner Benjamin Van Durme 292 198 0 18 Apr 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,312 0 17 Jan 2021