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End-to-End Reinforcement Learning for Automatic Taxonomy Induction

End-to-End Reinforcement Learning for Automatic Taxonomy Induction

10 May 2018
Yuning Mao
Xiang Ren
Jiaming Shen
Xiaotao Gu
Jiawei Han
    OffRL
ArXiv (abs)PDFHTML

Papers citing "End-to-End Reinforcement Learning for Automatic Taxonomy Induction"

26 / 26 papers shown
Title
Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy
  Induction from Limited Examples
Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples
Qingkai Zeng
Yuyang Bai
Zhaoxuan Tan
Shangbin Feng
Zhenwen Liang
Zhihan Zhang
Meng Jiang
AI4CE
76
16
0
12 Feb 2024
Probing Pretrained Language Models with Hierarchy Properties
Probing Pretrained Language Models with Hierarchy Properties
Jesús Lovón-Melgarejo
José G. Moreno
Romaric Besançon
Olivier Ferret
L. Tamine
64
3
0
15 Dec 2023
Towards Visual Taxonomy Expansion
Towards Visual Taxonomy Expansion
Tinghui Zhu
Jingping Liu
Jiaqing Liang
Haiyun Jiang
Yanghua Xiao
Zongyu Wang
Rui Xie
Yunsen Xian
58
3
0
12 Sep 2023
Prompting or Fine-tuning? A Comparative Study of Large Language Models
  for Taxonomy Construction
Prompting or Fine-tuning? A Comparative Study of Large Language Models for Taxonomy Construction
Boqi Chen
Fandi Yi
Dániel Varró
54
21
0
04 Sep 2023
YAGO 4.5: A Large and Clean Knowledge Base with a Rich Taxonomy
YAGO 4.5: A Large and Clean Knowledge Base with a Rich Taxonomy
Fabian M. Suchanek
Mehwish Alam
Thomas Bonald
Lihu Chen
Pierre-Henri Paris
Jules Soria
101
20
0
23 Aug 2023
Expanding Knowledge Graphs with Humans in the Loop
Expanding Knowledge Graphs with Humans in the Loop
Emaad A. Manzoor
Jordan Tong
S. Vijayaraghavan
Rui Li
95
3
0
10 Dec 2022
Learning What You Need from What You Did: Product Taxonomy Expansion
  with User Behaviors Supervision
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
TaxoEnrich: Self-Supervised Taxonomy Completion via Structure-Semantic
  Representations
TaxoEnrich: Self-Supervised Taxonomy Completion via Structure-Semantic Representations
Minhao Jiang
Xiangchen Song
Jieyu Zhang
Jiawei Han
52
36
0
10 Feb 2022
Distilling Hypernymy Relations from Language Models: On the
  Effectiveness of Zero-Shot Taxonomy Induction
Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction
Devansh Jain
Luis Espinosa Anke
73
12
0
10 Feb 2022
Enhancing Taxonomy Completion with Concept Generation via Fusing
  Relational Representations
Enhancing Taxonomy Completion with Concept Generation via Fusing Relational Representations
Qingkai Zeng
Jinfeng Lin
Wenhao Yu
J. Cleland-Huang
Meng Jiang
66
46
0
05 Jun 2021
Who Should Go First? A Self-Supervised Concept Sorting Model for
  Improving Taxonomy Expansion
Who Should Go First? A Self-Supervised Concept Sorting Model for Improving Taxonomy Expansion
Xiangchen Song
Jiaming Shen
Jieyu Zhang
Jiawei Han
54
10
0
08 Apr 2021
Enquire One's Parent and Child Before Decision: Fully Exploit
  Hierarchical Structure for Self-Supervised Taxonomy Expansion
Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Structure for Self-Supervised Taxonomy Expansion
Suyuchen Wang
Ruihui Zhao
Xi Chen
Yefeng Zheng
Bang Liu
68
30
0
27 Jan 2021
Taxonomy Completion via Triplet Matching Network
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
Constructing Taxonomies from Pretrained Language Models
Constructing Taxonomies from Pretrained Language Models
Catherine Chen
Kevin Lin
Dan Klein
127
33
0
24 Oct 2020
Multi-document Summarization with Maximal Marginal Relevance-guided
  Reinforcement Learning
Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning
Yuning Mao
Yanru Qu
Yiqing Xie
Xiang Ren
Jiawei Han
AI4TS
135
47
0
30 Sep 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge
  Bases
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases
Gerhard Weikum
Luna Dong
Simon Razniewski
Fabian M. Suchanek
144
128
0
24 Sep 2020
An Overview of Natural Language State Representation for Reinforcement
  Learning
An Overview of Natural Language State Representation for Reinforcement Learning
Brielen Madureira
David Schlangen
OffRL
78
9
0
19 Jul 2020
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of
  Types
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
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision
Yuning Mao
Tong Zhao
Andrey Kan
Chenwei Zhang
Xin Luna Dong
Christos Faloutsos
Jiawei Han
130
35
0
18 Jun 2020
STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths
STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths
Yue Yu
Yinghao Li
Jiaming Shen
Haoyang Feng
Jimeng Sun
Chao Zhang
84
64
0
18 Jun 2020
TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced
  Graph Neural Network
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
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
Discovering Hypernymy in Text-Rich Heterogeneous Information Network by
  Exploiting Context Granularity
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
65
19
0
04 Sep 2019
Hierarchical Text Classification with Reinforced Label Assignment
Hierarchical Text Classification with Reinforced Label Assignment
Yuning Mao
Jingjing Tian
Jiawei Han
Xiang Ren
85
91
0
27 Aug 2019
Generating Knowledge Graph Paths from Textual Definitions using
  Sequence-to-Sequence Models
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models
Victor Prokhorov
Mohammad Taher Pilehvar
Nigel Collier
44
8
0
05 Apr 2019
Joint Entity Linking with Deep Reinforcement Learning
Joint Entity Linking with Deep Reinforcement Learning
Zheng Fang
Yanan Cao
Dongjie Zhang
Q. Li
Zhenyu Zhang
Yanbing Liu
76
95
0
01 Feb 2019
1