MAVE: A Product Dataset for Multi-source Attribute Value Extraction

16 December 2021

Sumit Sanghai

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Papers citing "MAVE: A Product Dataset for Multi-source Attribute Value Extraction"

31 / 31 papers shown

Title
A Cost-Effective LLM-based Approach to Identify Wildlife Trafficking in Online Marketplaces Juliana Barbosa Ulhas Gondhali Gohar Petrossian Kinshuk Sharma Sunandan Chakraborty Jennifer Jacquet Juliana Freire 63 0 0 29 Apr 2025
Visual Zero-Shot E-Commerce Product Attribute Value Extraction Jiaying Gong Ming Cheng Hongda Shen Pierre-Yves Vandenbussche Janet Jenq Hoda Eldardiry 73 1 0 21 Feb 2025
Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching Xuelong Li Zhiyu Zoey Chen J. Choi Nikhita Vedula B. Fetahu Oleg Rokhlenko S. Malmasi 165 2 0 03 Feb 2025
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models Yilun Jin Zheng Li Chenwei Zhang Tianyu Cao Yifan Gao ... Yi Xu Kai Chen Qiang Yang Meng Jiang Bing Yin RALM 97 3 0 28 Oct 2024
Captions Speak Louder than Images (CASLIE): Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data Xinyi Ling Bo Peng Hanwen Du Zhihui Zhu Xia Ning 102 0 0 22 Oct 2024
Natural Language Processing for Human Resources: A Survey Naoki Otani Nikita Bhutani Estevam R. Hruschka VLM 120 0 0 21 Oct 2024
Exploring Large Language Models for Product Attribute Value Identification Kassem Sabeh Mouna Kacimi Johann Gamper Robert Litschko Barbara Plank 70 2 0 19 Sep 2024
An Empirical Comparison of Generative Approaches for Product Attribute-Value Identification Kassem Sabeh Robert Litschko Mouna Kacimi Barbara Plank J. Gamper 63 3 0 01 Jul 2024
EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction Li Yang Qifan Wang Jianfeng Chi Jiahao Liu Jingang Wang Fuli Feng Zenglin Xu Yi Fang Lifu Huang Dongfang Liu 75 1 0 10 Jun 2024
A survey on fairness of large language models in e-commerce: progress, application, and challenge Qingyang Ren Zilin Jiang Jinghan Cao Sijia Li Chiqu Li Yiyang Liu Shuning Huo Tiange He Yuan Chen AILaw FaML 101 7 0 15 May 2024
ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction Henry Peng Zou Vinay Samuel Yue Zhou Weizhi Zhang Liancheng Fang Zihe Song Philip S. Yu Cornelia Caragea VLM 113 16 0 24 Apr 2024
Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models Chris Samarinas Pracha Promthaw Atharva Nijasure Hansi Zeng Julian Killingback Hamed Zamani 81 1 0 23 Apr 2024
EIVEN: Efficient Implicit Attribute Value Extraction using Multimodal LLM Henry Peng Zou Gavin Heqing Yu Ziwei Fan Dan Bu Han Liu Peng Dai Dongmei Jia Cornelia Caragea 62 15 0 13 Apr 2024
Multi-Conditional Ranking with Large Language Models Pouya Pezeshkpour Estevam R. Hruschka LRM 80 1 0 30 Mar 2024
Using LLMs for the Extraction and Normalization of Product Attribute Values Alexander Brinkmann Nick Baumann Christian Bizer 124 11 0 04 Mar 2024
LLM-Ensemble: Optimal Large Language Model Ensemble Method for E-commerce Product Attribute Value Extraction Chenhao Fang Xiaohan Li Zezhong Fan Jianpeng Xu Kaushiki Nag Evren Körpeoglu Sushant Kumar Kannan Achan 59 43 0 29 Feb 2024
eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data Bo Peng Xinyi Ling Ziru Chen Huan Sun Xia Ning ELM 81 21 0 13 Feb 2024
JPAVE: A Generation and Classification-based Model for Joint Product Attribute Prediction and Value Extraction Zhongfen Deng Hao Peng Tao Zhang Shuaiqi Liu Wenting Zhao Yibo Wang Philip S. Yu 57 2 0 07 Nov 2023
ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding Zixuan Liu Gaurush Hiranandani Kun Qian E-Wen Huang Yi Xu Belinda Zeng Karthik Subbian Sheng Wang AI4TS 77 1 0 07 Oct 2023
SAGE: Structured Attribute Value Generation for Billion-Scale Product Catalogs A. Nikolakopoulos Swati Kaul Siva Karthik Gade Bella Dubrov Umit Batur Suleiman Ali Khan 50 2 0 12 Sep 2023
PUMGPT: A Large Vision-Language Model for Product Understanding Wei Xue Zongyi Guo Baoliang Cui Zengming Tang Weiwei Zhang Haihong Tang Shuhui Wu Weiming Lu VLM 72 2 0 18 Aug 2023
Knowledge-Enhanced Multi-Label Few-Shot Product Attribute-Value Extraction Jiaying Gong Wei-Te Chen Hoda Eldardiry VLM 71 7 0 16 Aug 2023
Product Information Extraction using ChatGPT Alexander Brinkmann Roee Shraga Reng Chiz Der Christian Bizer 38 11 0 23 Jun 2023
A Unified Generative Approach to Product Attribute-Value Identification Keiji Shinzato Naoki Yoshinaga Yandi Xia Wei-Te Chen 70 10 0 09 Jun 2023
Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach Liyan Xu Chenwei Zhang Xian Li Jingbo Shang Jinho Choi 60 7 0 26 May 2023
AMELI: Enhancing Multimodal Entity Linking with Fine-Grained Attributes Barry Menglong Yao Yu Chen Qifan Wang Sijia Wang Minqian Liu Zhiyang Xu Licheng Yu Lifu Huang 120 8 0 24 May 2023
Automated Extraction of Fine-Grained Standardized Product Information from Unstructured Multilingual Web Data Alexander Flick Sebastian Jäger Ivana Trajanovska F. Biessmann 41 0 0 23 Feb 2023
ImPaKT: A Dataset for Open-Schema Knowledge Base Construction Luke Vilnis Zachary Kenneth Fisher Bhargav Kanagal Patrick C. Murray Sumit Sanghai 69 3 0 21 Dec 2022
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets Fabian Karl A. Scherp VLM 65 20 0 30 Nov 2022
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery Changlong Yu Weiqi Wang Xin Liu Jiaxin Bai Yangqiu Song Zheng Li Yifan Gao Tianyu Cao Bing Yin 87 24 0 15 Nov 2022
WebFormer: The Web-page Transformer for Structure Information Extraction Qifan Wang Yi Fang Anirudh Ravula Fuli Feng Xiaojun Quan Dongfang Liu ViT 195 68 0 01 Feb 2022