Knowledge Graph Completion Models are Few-shot Learners: An Empirical
Study of Relation Labeling in E-commerce with LLMs

Knowledge Graph Completion Models are Few-shot Learners: An Empirical Study of Relation Labeling in E-commerce with LLMs

17 May 2023

Nikhil Thakurdesai

Jason H. D. Cho

Evren Körpeoglu

Sushant Kumar

Kannan Achan

Papers citing "Knowledge Graph Completion Models are Few-shot Learners: An Empirical Study of Relation Labeling in E-commerce with LLMs"

16 / 16 papers shown

Title
Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs J. Huang Shijie Wang Liang-bo Ning Wenqi Fan Shuaiqiang Wang Dawei Yin Qing Li 71 2 0 12 Mar 2025
Uncovering Cross-Domain Recommendation Ability of Large Language Models Xinyi Liu Ruijie Wang Dachun Sun Dilek Hakkani-Tur Tarek Abdelzaher 234 0 0 10 Mar 2025
Enhancing Knowledge Graph Construction: Evaluating with Emphasis on Hallucination, Omission, and Graph Similarity Metrics Hussam Ghanem C. Cruz 67 0 0 07 Feb 2025
Hierarchical Knowledge Graph Construction from Images for Scalable E-Commerce Zhantao Yang Han Zhang Fangyi Chen Anudeepsekhar Bolimera Marios Savvides 36 0 0 28 Oct 2024
Exploring Large Language Models for Product Attribute Value Identification Kassem Sabeh Mouna Kacimi Johann Gamper Robert Litschko Barbara Plank 40 2 0 19 Sep 2024
Survey for Landing Generative AI in Social and E-commerce Recsys -- the Industry Perspectives Da Xu Danqing Zhang Guangyu Yang Bo Yang Shuyuan Xu Lingling Zheng Cindy Liang 32 2 0 10 Jun 2024
Automated Construction of Theme-specific Knowledge Graphs Linyi Ding Sizhe Zhou Jinfeng Xiao Jiawei Han 55 8 0 29 Apr 2024
Character-based Outfit Generation with Vision-augmented Style Extraction via LLMs Najmeh Forouzandehmehr Yijie Cao Nikhil Thakurdesai Ramin Giahi Luyi Ma Nima Farrokhsiar Jianpeng Xu Evren Körpeoglu Kannan Achan 36 2 0 02 Feb 2024
LLMs with User-defined Prompts as Generic Data Operators for Reliable Data Processing Luyi Ma Nikhil Thakurdesai Jiaoayan Chen Jianpeng Xu Evren Körpeoglu Sushant Kumar Kannan Achan AI4CE 27 0 0 26 Dec 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Keli Zhang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 45 118 0 16 Oct 2023
Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models Marco Bronzini Carlo Nicolini Bruno Lepri Andrea Passerini Jacopo Staiano 28 10 0 09 Oct 2023
Language is All a Graph Needs Ruosong Ye Caiqi Zhang Runhui Wang Shuyuan Xu Yongfeng Zhang AI4CE 68 151 0 14 Aug 2023
LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following Kaize Shi Xueyao Sun Dingxian Wang Yinlin Fu Guandong Xu Qing Li 29 4 0 09 Aug 2023
Recommender Systems in the Era of Large Language Models (LLMs) Zihuai Zhao Wenqi Fan Jiatong Li Yunqing Liu Xiaowei Mei ... Zhen Wen Fei Wang Xiangyu Zhao Jiliang Tang Qing Li KELM 63 311 0 05 Jul 2023
How Can Recommender Systems Benefit from Large Language Models: A Survey Jianghao Lin Xinyi Dai Yunjia Xi Weiwen Liu Bo Chen ... Chenxu Zhu Huifeng Guo Yong Yu Ruiming Tang Weinan Zhang LRM 40 197 0 09 Jun 2023
Dynamic Graph Collaborative Filtering Xiaohan Li Mengqi Zhang Shu Wu Zheng Liu Liang Wang Philip S. Yu 105 70 0 08 Jan 2021