Octet: Online Catalog Taxonomy Enrichment with Self-Supervision

18 June 2020

Papers citing "Octet: Online Catalog Taxonomy Enrichment with Self-Supervision"

26 / 26 papers shown

Title
Rank, Chunk and Expand: Lineage-Oriented Reasoning for Taxonomy Expansion Sahil Mishra Kumar Arjun Tanmoy Chakraborty 84 0 0 19 May 2025
A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion Yanzhen Shen Yu Zhang Yunyi Zhang Jiawei Han 110 10 0 20 Feb 2024
Generations of Knowledge Graphs: The Crazy Ideas and the Business Impact Xin Luna Dong 71 23 0 27 Aug 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
Expanding Knowledge Graphs with Humans in the Loop Emaad A. Manzoor Jordan Tong S. Vijayaraghavan Rui Li 95 3 0 10 Dec 2022
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation Dongha Lee Jiaming Shen Seonghyeon Lee Susik Yoon Hwanjo Yu Jiawei Han 65 10 0 18 Oct 2022
Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors Supervision Sijie Cheng Zhouhong Gu Bang Liu Rui Xie Wei Wu Yanghua Xiao 59 11 0 28 Mar 2022
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters Dongha Lee Jiaming Shen SeongKu Kang Susik Yoon Jiawei Han Hwanjo Yu 81 31 0 18 Jan 2022
Self-Supervised Euphemism Detection and Identification for Content Moderation Wanzheng Zhu Hongyu Gong Rohan Bansal Zachary Weinberg Nicolas Christin Giulia Fanti S. Bhat 72 40 0 31 Mar 2021
MATCH: Metadata-Aware Text Classification in A Large Hierarchy Yu Zhang Zhihong Shen Yuxiao Dong Kuansan Wang Jiawei Han 70 36 0 15 Feb 2021
Taxonomy Completion via Triplet Matching Network Jieyu Zhang Xiangchen Song Ying Zeng Jiaze Chen Jiaming Shen Yuning Mao Lei Li 89 42 0 06 Jan 2021
Hierarchical Metadata-Aware Document Categorization under Weak Supervision Yu Zhang Xiusi Chen Yu Meng Jiawei Han 112 22 0 26 Oct 2020
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types Xin Luna Dong Xiang He Andrey Kan Xian Li Yan Liang ... Yuning Mao Yaqing Wang Christos Faloutsos Andrew McCallum Jiawei Han 103 74 0 24 Jun 2020
TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network Jiaming Shen Zhihong Shen Chenyan Xiong Chi Wang Kuansan Wang Jiawei Han 81 78 0 26 Jan 2020
HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion Jiaming Shen Zeqiu Wu Dongming Lei Chao Zhang Xiang Ren M. Vanni Brian M. Sadler Jiawei Han 80 79 0 17 Oct 2019
Hierarchical Text Classification with Reinforced Label Assignment Yuning Mao Jingjing Tian Jiawei Han Xiang Ren 85 91 0 27 Aug 2019
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 103 197 0 01 Jun 2018
End-to-End Reinforcement Learning for Automatic Taxonomy Induction Yuning Mao Xiang Ren Jiaming Shen Xiaotao Gu Jiawei Han OffRL 70 50 0 10 May 2018
Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection Haw-Shiuan Chang ZiYun Wang Luke Vilnis Andrew McCallum 105 6 0 02 Oct 2017
Taxonomy Induction using Hypernym Subsequences Amit Gupta R. Lebret Hamza Harkous Karl Aberer 73 39 0 25 Apr 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 202 4,856 0 17 Mar 2017
Automated Phrase Mining from Massive Text Corpora Jingbo Shang Jialu Liu Meng Jiang Xiang Ren Clare R. Voss Jiawei Han 72 309 0 15 Feb 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 741 29,275 0 09 Sep 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 236 9,998 0 15 Jul 2016
Lifted Rule Injection for Relation Embeddings T. Demeester Tim Rocktaschel Sebastian Riedel NAI 94 146 0 27 Jun 2016
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method Vered Shwartz Yoav Goldberg Ido Dagan 84 236 0 19 Mar 2016