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1803.03378
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Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss
9 March 2018
Peng Xu
Denilson Barbosa
NoLa
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Papers citing
"Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss"
36 / 36 papers shown
Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification
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Taki Hasan Rafi
Raima Islam
Dong-Kyu Chae
355
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04 Apr 2024
Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Xuancheng Huang
Yongquan He
Yongxiu Xu
Hongbo Xu
Wenyuan Zhang
Yang Lin
NoLa
210
0
0
23 Oct 2023
Ontology Enrichment for Effective Fine-grained Entity Typing
Knowledge Discovery and Data Mining (KDD), 2023
Si-yuan Ouyang
Jiaxin Huang
Pranav Pillai
Yunyi Zhang
Yu Zhang
Jiawei Han
327
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0
11 Oct 2023
RadGraph2: Modeling Disease Progression in Radiology Reports via Hierarchical Information Extraction
Machine Learning in Health Care (MLHC), 2023
Sameer Tajdin Khanna
Adam Dejl
Kibo Yoon
Q. H. Truong
Han G. Duong
Agustina Saenz
Pranav Rajpurkar
147
13
0
09 Aug 2023
Ultra-Fine Entity Typing with Prior Knowledge about Labels: A Simple Clustering Based Strategy
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Na Li
Zied Bouraoui
Steven Schockaert
149
13
0
22 May 2023
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Chengyue Jiang
Yong Jiang
Weiqi Wu
Pengjun Xie
Kewei Tu
194
5
0
03 Dec 2022
Denoising Enhanced Distantly Supervised Ultrafine Entity Typing
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Yue Zhang
Hongliang Fei
Ping Li
139
2
0
18 Oct 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing
International Conference on Computational Linguistics (COLING), 2022
Xinyu Zuo
Haijin Liang
Ning Jing
Shuang Zeng
Zhou Fang
Yu Luo
202
7
0
22 Aug 2022
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Nan Xu
Fei Wang
Bangzheng Li
Mingtao Dong
Muhao Chen
225
24
0
25 May 2022
Unified Semantic Typing with Meaningful Label Inference
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
James Y. Huang
Bangzheng Li
Lyne Tchapmi
Muhao Chen
222
36
0
04 May 2022
PIE: a Parameter and Inference Efficient Solution for Large Scale Knowledge Graph Embedding Reasoning
Linlin Chao
Xiexiong Lin
Taifeng Wang
Wei Chu
296
7
0
29 Apr 2022
Constrained Sequence-to-Tree Generation for Hierarchical Text Classification
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Chao Yu
Yi Shen
Yue Mao
Longjun Cai
247
25
0
02 Apr 2022
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference
Transactions of the Association for Computational Linguistics (TACL), 2022
Bangzheng Li
Wenpeng Yin
Muhao Chen
165
31
0
12 Feb 2022
Hyperbolic Disentangled Representation for Fine-Grained Aspect Extraction
Chang-You Tai
Ming Li
Lun-Wei Ku
127
9
0
16 Dec 2021
Entity Linking Meets Deep Learning: Techniques and Solutions
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Wei Shen
Yuhan Li
Yinan Liu
Jiawei Han
Jianyong Wang
Xiaojie Yuan
317
75
0
26 Sep 2021
Fine-grained Entity Typing via Label Reasoning
Qing Liu
Hongyu Lin
Xinyan Xiao
Xianpei Han
Le Sun
Hua Wu
LRM
206
31
0
13 Sep 2021
Typing Errors in Factual Knowledge Graphs: Severity and Possible Ways Out
The Web Conference (WWW), 2021
Peiran Yao
Denilson Barbosa
275
7
0
03 Feb 2021
FGNET-RH: Fine-Grained Named Entity Typing via Refinement in Hyperbolic Space
Muhammad Asif Ali
Yifang Sun
Bing Li
Wei Wang
237
1
0
27 Jan 2021
Modeling Fine-Grained Entity Types with Box Embeddings
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Yasumasa Onoe
Michael Boratko
Andrew McCallum
Greg Durrett
OCL
295
75
0
02 Jan 2021
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling
Rajat Patel
Francis Ferraro
142
2
0
12 Oct 2020
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification
Findings (Findings), 2020
F. López
Michael Strube
173
34
0
05 Oct 2020
Connecting Embeddings for Knowledge Graph Entity Typing
Yu Zhao
Anxiang Zhang
Ruobing Xie
Kang Liu
Xiaojie Wang
153
59
0
21 Jul 2020
Fine-Grained Named Entity Typing over Distantly Supervised Data Based on Refined Representations
AAAI Conference on Artificial Intelligence (AAAI), 2020
Muhammad Asif Ali
Yifang Sun
Bing Li
Wei Wang
130
33
0
07 Apr 2020
Hierarchical Entity Typing via Multi-level Learning to Rank
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Tongfei Chen
Yunmo Chen
Benjamin Van Durme
142
44
0
05 Apr 2020
A Neural Architecture for Person Ontology population
Balaji Ganesan
Riddhiman Dasgupta
Akshay Parekh
Hima Patel
B. Reinwald
128
7
0
22 Jan 2020
Improving Fine-grained Entity Typing with Entity Linking
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Hongliang Dai
Donghong Du
Xin Li
Yangqiu Song
174
26
0
26 Sep 2019
Improving Neural Question Generation using World Knowledge
D. Gupta
Kaheer Suleman
Mahmoud Adada
Andrew McNamara
Justin Harris
MedIm
329
7
0
09 Sep 2019
Learning Dynamic Context Augmentation for Global Entity Linking
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Xiyuan Yang
Xiaotao Gu
Sheng Lin
Siliang Tang
Yueting Zhuang
Leilei Gan
Zhigang Chen
Guoping Hu
Xiang Ren
184
68
0
04 Sep 2019
Zero-Shot Open Entity Typing as Type-Compatible Grounding
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Ben Zhou
Daniel Khashabi
Chen-Tse Tsai
Dan Roth
136
59
0
07 Jul 2019
Fine-Grained Entity Typing in Hyperbolic Space
Federico López
Benjamin Heinzerling
Michael Strube
148
32
0
06 Jun 2019
Fine-grained Entity Recognition with Reduced False Negatives and Large Type Coverage
Conference on Automated Knowledge Base Construction (AKBC), 2019
A. Abhishek
Sanya Bathla Taneja
G. Malik
Ashish Anand
Amit Awekar
AI4TS
142
3
0
30 Apr 2019
Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering
Bo Chen
Xiaotao Gu
Yufeng Hu
Siliang Tang
Guoping Hu
Yueting Zhuang
Xiang Ren
152
22
0
13 Apr 2019
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing
Wenhan Xiong
Jiawei Wu
Deren Lei
Mo Yu
Shiyu Chang
Xiaoxiao Guo
William Yang Wang
150
51
0
06 Mar 2019
Fine Grained Classification of Personal Data Entities
Riddhiman Dasgupta
Balaji Ganesan
Aswin Kannan
B. Reinwald
Arun Kumar
107
10
0
23 Nov 2018
Collective Learning From Diverse Datasets for Entity Typing in the Wild
A. Abhishek
A. Azad
Balaji Ganesan
A. Anand
Amit Awekar
185
7
0
20 Oct 2018
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