Octet: Online Catalog Taxonomy Enrichment with Self-Supervision

Octet: Online Catalog Taxonomy Enrichment with Self-Supervision

18 June 2020

Christos Faloutsos

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

13 / 13 papers shown

Title
TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network Jiaming Shen Zhihong Shen Chenyan Xiong Chi Wang Kuansan Wang Jiawei Han 45 74 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 52 78 0 17 Oct 2019
Hierarchical Text Classification with Reinforced Label Assignment Yuning Mao Jingjing Tian Jiawei Han Xiang Ren 48 90 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 37 194 0 01 Jun 2018
End-to-End Reinforcement Learning for Automatic Taxonomy Induction Yuning Mao Xiang Ren Jiaming Shen Xiaotao Gu Jiawei Han OffRL 28 50 0 10 May 2018
Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection Haw-Shiuan Chang ZiYun Wang Luke Vilnis Andrew McCallum 45 6 0 02 Oct 2017
Taxonomy Induction using Hypernym Subsequences Amit Gupta R. Lebret Hamza Harkous Karl Aberer 45 38 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 172 4,772 0 17 Mar 2017
Automated Phrase Mining from Massive Text Corpora Jingbo Shang Jialu Liu Meng Jiang Xiang Ren Clare R. Voss Jiawei Han 50 309 0 15 Feb 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 542 28,901 0 09 Sep 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 200 9,944 0 15 Jul 2016
Lifted Rule Injection for Relation Embeddings T. Demeester Tim Rocktaschel Sebastian Riedel NAI 45 144 0 27 Jun 2016
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method Vered Shwartz Yoav Goldberg Ido Dagan 56 235 0 19 Mar 2016