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

16 December 2021

Sumit Sanghai

ArXiv (abs)PDF HTML Github (143★)

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

26 / 26 papers shown

Title
Natural Language Processing for Human Resources: A Survey Naoki Otani Nikita Bhutani Estevam R. Hruschka VLM 103 0 0 21 Oct 2024
PAM: Understanding Product Images in Cross Product Category Attribute Extraction Rongmei Lin Xiang He J. Feng Nasser Zalmout Yan Liang Li Xiong Xin Luna Dong 71 35 0 08 Jun 2021
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding Jun Yan Nasser Zalmout Yan Liang Christan Earl Grant Xiang Ren Xin Luna Dong 47 54 0 04 Jun 2021
A Unified Generative Framework for Various NER Subtasks Hang Yan Tao Gui Junqi Dai Qipeng Guo Zheng Zhang Xipeng Qiu 76 296 0 02 Jun 2021
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce Song Xu Haoran Li Peng Yuan Yujia Wang Youzheng Wu Xiaodong He Ying Liu Bowen Zhou KELM 68 24 0 14 Apr 2021
DenserNet: Weakly Supervised Visual Localization Using Multi-scale Feature Aggregation Dongfang Liu Yiming Cui Liqi Yan Christos Mousas B. Yang Yingjie Chen 151 126 0 04 Dec 2020
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning Ye Liu Sheng Zhang Rui Song Suo Feng Yanghua Xiao 55 8 0 19 Oct 2020
Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product Tiangang Zhu Yue Wang Haoran Li Youzheng Wu Xiaodong He Bowen Zhou 44 70 0 15 Sep 2020
TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories Giannis Karamanolakis Jun Ma Xin Luna Dong 53 64 0 15 Apr 2020
Semi-supervisedly Co-embedding Attributed Networks Zaiqiao Meng Shangsong Liang Jinyuan Fang Teng Xiao GNN DRL 61 26 0 31 Oct 2019
Advances in Natural Language Question Answering: A Review K. S. D. Ishwari A. K. R. R. Aneeze S. Sudheesan H. J. D. A. Karunaratne A. Nugaliyadde Y. Mallawarachchi 49 18 0 10 Apr 2019
Product-Aware Answer Generation in E-Commerce Question-Answering Shen Gao Zhaochun Ren Yue Zhao Dongyan Zhao Dawei Yin Rui Yan 53 81 0 23 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
OpenTag: Open Attribute Value Extraction from Product Profiles [Deep Learning, Active Learning, Named Entity Recognition] Guineng Zheng Subhabrata Mukherjee Xin Luna Dong Feifei Li VLM 3DV 74 194 0 01 Jun 2018
Multimodal Attribute Extraction Robert L Logan IV Samuel Humeau Sameer Singh 52 27 0 29 Nov 2017
Cross-Sentence N-ary Relation Extraction with Graph LSTMs Nanyun Peng Hoifung Poon Chris Quirk Kristina Toutanova Wen-tau Yih 68 512 0 12 Aug 2017
Zero-Shot Relation Extraction via Reading Comprehension Omer Levy Minjoon Seo Eunsol Choi Luke Zettlemoyer ReLM 79 699 0 13 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 792 132,454 0 12 Jun 2017
Attribute Extraction from Product Titles in eCommerce Ajinkya More 32 56 0 15 Aug 2016
Learning without Forgetting Zhizhong Li Derek Hoiem CLL OOD SSL 308 4,432 0 29 Jun 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 228 4,016 0 04 Mar 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 111 2,657 0 04 Mar 2016
Named Entity Recognition with Bidirectional LSTM-CNNs Jason P. C. Chiu Eric Nichols 89 1,900 0 26 Nov 2015
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 186 4,033 0 09 Aug 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 367 19,733 0 09 Mar 2015
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 203 7,729 0 02 Mar 2011