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LUKE: Deep Contextualized Entity Representations with Entity-aware
  Self-attention

LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
2 October 2020
Ikuya Yamada
Akari Asai
Hiroyuki Shindo
Hideaki Takeda
Yuji Matsumoto
ArXiv (abs)PDFHTMLGithub (724★)

Papers citing "LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention"

13 / 313 papers shown
Relational World Knowledge Representation in Contextual Language Models:
  A Review
Relational World Knowledge Representation in Contextual Language Models: A ReviewConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Tara Safavi
Danai Koutra
KELM
260
56
0
12 Apr 2021
Locally-Contextual Nonlinear CRFs for Sequence Labeling
Locally-Contextual Nonlinear CRFs for Sequence Labeling
Harshil Shah
Tim Z. Xiao
David Barber
195
4
0
30 Mar 2021
InsertGNN: Can Graph Neural Networks Outperform Humans in TOEFL Sentence Insertion Problem?
InsertGNN: Can Graph Neural Networks Outperform Humans in TOEFL Sentence Insertion Problem?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Fan Wu
X. Bai
GNN
218
3
0
28 Mar 2021
MasakhaNER: Named Entity Recognition for African Languages
MasakhaNER: Named Entity Recognition for African LanguagesTransactions of the Association for Computational Linguistics (TACL), 2021
David Ifeoluwa Adelani
Jade Z. Abbott
Graham Neubig
Daniel D'souza
Julia Kreutzer
...
T. Diop
A. Diallo
Adewale Akinfaderin
T. Marengereke
Salomey Osei
318
231
0
22 Mar 2021
Structure Inducing Pre-Training
Structure Inducing Pre-TrainingNature Machine Intelligence (Nat. Mach. Intell.), 2021
Matthew B. A. McDermott
Brendan Yap
Peter Szolovits
Marinka Zitnik
346
28
0
18 Mar 2021
Reddit Entity Linking Dataset
Reddit Entity Linking DatasetInformation Processing & Management (IPM), 2021
Nicholas Botzer
Yifan Ding
Tim Weninger
293
17
0
04 Jan 2021
Few-Shot Named Entity Recognition: A Comprehensive Study
Few-Shot Named Entity Recognition: A Comprehensive Study
Jiaxin Huang
Chunyuan Li
K. Subudhi
Damien Jose
S. Balakrishnan
Weizhu Chen
Baolin Peng
Jianfeng Gao
Jiawei Han
244
82
0
29 Dec 2020
FLERT: Document-Level Features for Named Entity Recognition
FLERT: Document-Level Features for Named Entity Recognition
Stefan Schweter
Alan Akbik
213
122
0
13 Nov 2020
Automated Concatenation of Embeddings for Structured Prediction
Automated Concatenation of Embeddings for Structured PredictionAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Xinyu Wang
Yong Jiang
Nguyen Bach
Tao Wang
Zhongqiang Huang
Fei Huang
Kewei Tu
310
187
0
10 Oct 2020
CokeBERT: Contextual Knowledge Selection and Embedding towards Enhanced
  Pre-Trained Language Models
CokeBERT: Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models
Yusheng Su
Xu Han
Zhengyan Zhang
Peng Li
Zhiyuan Liu
Yankai Lin
Jie Zhou
Maosong Sun
ODL
305
29
0
29 Sep 2020
Attention as Activation
Attention as ActivationInternational Conference on Pattern Recognition (ICPR), 2020
Yimian Dai
Stefan Oehmcke
Fabian Gieseke
Yiquan Wu
Kobus Barnard
129
10
0
15 Jul 2020
Neural Entity Linking: A Survey of Models Based on Deep Learning
Neural Entity Linking: A Survey of Models Based on Deep Learning
Ozge Sevgili
Artem Shelmanov
Mikhail V. Arkhipov
Sergey Petrakov
Christian Biemann
VLM3DVAI4TS
551
142
0
31 May 2020
Global Entity Disambiguation with BERT
Global Entity Disambiguation with BERTNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019
Ikuya Yamada
Koki Washio
Hiroyuki Shindo
Yuji Matsumoto
446
37
0
01 Sep 2019
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