STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths

STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths

18 June 2020

Jimeng Sun

Papers citing "STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths"

18 / 18 papers shown

Title
CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts Qingkai Zeng Yuyang Bai Zhaoxuan Tan Zhenyu Wu Shangbin Feng Meng Jiang 65 6 0 17 Aug 2024
BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant Supervision Chen Liang Yue Yu Haoming Jiang Siawpeng Er Ruijia Wang T. Zhao Chao Zhang OffRL 45 239 0 28 Jun 2020
Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation Weixin Liang James Zou Zhou Yu ELM 57 34 0 21 May 2020
TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories Giannis Karamanolakis Jun Ma Xin Luna Dong 37 64 0 15 Apr 2020
TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network Jiaming Shen Zhihong Shen Chenyan Xiong Chi Wang Kuansan Wang Jiawei Han 45 76 0 26 Jan 2020
SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization Haoming Jiang Pengcheng He Weizhu Chen Xiaodong Liu Jianfeng Gao T. Zhao 73 561 0 08 Nov 2019
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
Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity Yu Shi Jiaming Shen Yuchen Li Naijing Zhang Xinwei He Zhengzhi Lou Qi Zhu Matthew Walker Myunghwan Kim Jiawei Han 38 19 0 04 Sep 2019
Every child should have parents: a taxonomy refinement algorithm based on hyperbolic term embeddings Rami Aly Shantanu Acharya Alexander Ossa Arne Köhn Chris Biemann Alexander Panchenko 39 50 0 05 Jun 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.5K 94,511 0 11 Oct 2018
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora Stephen Roller Douwe Kiela Maximilian Nickel 43 127 0 08 Jun 2018
End-to-End Reinforcement Learning for Automatic Taxonomy Induction Yuning Mao Xiang Ren Jiaming Shen Xiaotao Gu Jiawei Han OffRL 30 50 0 10 May 2018
Self-supervised Learning of Motion Capture H. Tung Hsiao-Wei Tung Ersin Yumer Katerina Fragkiadaki 3DH 92 321 0 04 Dec 2017
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 81 1,301 0 22 May 2017
Taxonomy Induction using Hypernym Subsequences Amit Gupta R. Lebret Hamza Harkous Karl Aberer 45 38 0 25 Apr 2017
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method Vered Shwartz Yoav Goldberg Ido Dagan 56 236 0 19 Mar 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 361 33,500 0 16 Oct 2013