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Learning Distributed Representations of Texts and Entities from
  Knowledge Base
v1v2v3 (latest)

Learning Distributed Representations of Texts and Entities from Knowledge Base

6 May 2017
Ikuya Yamada
Hiroyuki Shindo
Hideaki Takeda
Yoshiyasu Takefuji
ArXiv (abs)PDFHTML

Papers citing "Learning Distributed Representations of Texts and Entities from Knowledge Base"

44 / 44 papers shown
The X Types -- Mapping the Semantics of the Twitter Sphere
The X Types -- Mapping the Semantics of the Twitter Sphere
Ogen Schlachet Drukerman
Einat Minkov
313
1
0
22 Sep 2024
Integrating a Heterogeneous Graph with Entity-aware Self-attention using
  Relative Position Labels for Reading Comprehension Model
Integrating a Heterogeneous Graph with Entity-aware Self-attention using Relative Position Labels for Reading Comprehension Model
Shima Foolad
Kourosh Kiani
375
1
0
19 Jul 2023
Efficient Entity Candidate Generation for Low-Resource Languages
Efficient Entity Candidate Generation for Low-Resource LanguagesInternational Conference on Language Resources and Evaluation (LREC), 2022
Alberto García-Durán
Akhil Arora
Robert West
232
2
0
30 Jun 2022
OASYS: Domain-Agnostic Automated System for Constructing Knowledge Base
  from Unstructured Text
OASYS: Domain-Agnostic Automated System for Constructing Knowledge Base from Unstructured Text
Minsang Kim
Sang-hyun Je
Eunjoo Park
191
0
0
29 Jun 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding
EASE: Entity-Aware Contrastive Learning of Sentence EmbeddingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Sosuke Nishikawa
Ryokan Ri
Ikuya Yamada
Yoshimasa Tsuruoka
Isao Echizen
190
37
0
09 May 2022
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity
  Representations
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations
Xinyin Ma
Yong Jiang
Nguyen Bach
Tao Wang
Zhongqiang Huang
Fei Huang
Weiming Lu
179
17
0
13 Sep 2021
Enriched Attention for Robust Relation Extraction
Enriched Attention for Robust Relation Extraction
Heike Adel
Jannik Strötgen
223
3
0
22 Apr 2021
Low-Rank Subspaces for Unsupervised Entity Linking
Low-Rank Subspaces for Unsupervised Entity LinkingConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Akhil Arora
Alberto García-Durán
Robert West
333
12
0
18 Apr 2021
DOCENT: Learning Self-Supervised Entity Representations from Large
  Document Collections
DOCENT: Learning Self-Supervised Entity Representations from Large Document CollectionsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Yury Zemlyanskiy
Sudeep Gandhe
Ruining He
Bhargav Kanagal
Anirudh Ravula
Juraj Gottweis
Fei Sha
Ilya Eckstein
SSL
171
11
0
26 Feb 2021
Automated Coding of Under-Studied Medical Concept Domains: Linking
  Physical Activity Reports to the International Classification of Functioning,
  Disability, and Health
Automated Coding of Under-Studied Medical Concept Domains: Linking Physical Activity Reports to the International Classification of Functioning, Disability, and HealthFrontiers in Digital Health (FDH), 2020
Denis R. Newman-Griffis
Eric Fosler-Lussier
272
22
0
27 Nov 2020
Exploring Neural Entity Representations for Semantic Information
Exploring Neural Entity Representations for Semantic InformationBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2020
Andrew Runge
Eduard H. Hovy
207
5
0
17 Nov 2020
The ApposCorpus: A new multilingual, multi-domain dataset for factual
  appositive generation
The ApposCorpus: A new multilingual, multi-domain dataset for factual appositive generation
Yova Kementchedjhieva
Di Lu
Joel R. Tetreault
173
6
0
06 Nov 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware
  Self-attention
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attentionConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Ikuya Yamada
Akari Asai
Hiroyuki Shindo
Hideaki Takeda
Yuji Matsumoto
437
755
0
02 Oct 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
458
147
0
24 Sep 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
737
150
0
31 May 2020
Empirical Evaluation of Pretraining Strategies for Supervised Entity
  Linking
Empirical Evaluation of Pretraining Strategies for Supervised Entity LinkingConference on Automated Knowledge Base Construction (AKBC), 2020
Thibault Févry
Nicholas FitzGerald
Livio Baldini Soares
Tom Kwiatkowski
277
34
0
28 May 2020
ConCET: Entity-Aware Topic Classification for Open-Domain Conversational
  Agents
ConCET: Entity-Aware Topic Classification for Open-Domain Conversational AgentsInternational Conference on Information and Knowledge Management (CIKM), 2019
Ali Ahmadvand
Harshita Sahijwani
J. Choi
Eugene Agichtein
175
16
0
28 May 2020
Cross-lingual Entity Alignment with Incidental Supervision
Cross-lingual Entity Alignment with Incidental Supervision
Muhao Chen
Weijia Shi
Ben Zhou
Dan Roth
268
2
0
01 May 2020
Entity Linking via Dual and Cross-Attention Encoders
Entity Linking via Dual and Cross-Attention Encoders
Oshin Agarwal
Daniel M. Bikel
138
8
0
07 Apr 2020
Investigating Entity Knowledge in BERT with Simple Neural End-To-End
  Entity Linking
Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity LinkingConference on Computational Natural Language Learning (CoNLL), 2019
Samuel Broscheit
OCL
349
137
0
11 Mar 2020
Improving Candidate Generation for Low-resource Cross-lingual Entity
  Linking
Improving Candidate Generation for Low-resource Cross-lingual Entity LinkingTransactions of the Association for Computational Linguistics (TACL), 2020
Shuyan Zhou
Shruti Rijhawani
John Wieting
J. Carbonell
Graham Neubig
214
26
0
03 Mar 2020
Learning Cross-Context Entity Representations from Text
Learning Cross-Context Entity Representations from Text
Jeffrey Ling
Nicholas FitzGerald
Zifei Shan
Livio Baldini Soares
Thibault Févry
David J. Weiss
Tom Kwiatkowski
209
33
0
11 Jan 2020
Character-based NMT with Transformer
Character-based NMT with Transformer
Rohit Gupta
Laurent Besacier
Marc Dymetman
Matthias Gallé
278
24
0
12 Nov 2019
Contextualized End-to-End Neural Entity Linking
Contextualized End-to-End Neural Entity Linking
Haotian Chen
Andrej Zukov Gregoric
Xi David Li
Sahil Wadhwa
228
11
0
10 Nov 2019
Towards Zero-resource Cross-lingual Entity Linking
Towards Zero-resource Cross-lingual Entity LinkingConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Shuyan Zhou
Shruti Rijhwani
Graham Neubig
202
20
0
29 Sep 2019
Learning Dense Representations for Entity Retrieval
Learning Dense Representations for Entity RetrievalConference on Computational Natural Language Learning (CoNLL), 2019
D. Gillick
Sayali Kulkarni
L. Lansing
Alessandro Presta
Jason Baldridge
Eugene Ie
Diego Garcia-Olano
RALM
392
224
0
23 Sep 2019
Fine-Grained Entity Typing for Domain Independent Entity Linking
Fine-Grained Entity Typing for Domain Independent Entity LinkingAAAI Conference on Artificial Intelligence (AAAI), 2019
Yasumasa Onoe
Greg Durrett
219
93
0
12 Sep 2019
Neural Attentive Bag-of-Entities Model for Text Classification
Neural Attentive Bag-of-Entities Model for Text ClassificationConference on Computational Natural Language Learning (CoNLL), 2019
Ikuya Yamada
Hiroyuki Shindo
316
34
0
03 Sep 2019
EntEval: A Holistic Evaluation Benchmark for Entity Representations
EntEval: A Holistic Evaluation Benchmark for Entity RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Mingda Chen
Zewei Chu
Yang Chen
K. Stratos
Kevin Gimpel
319
12
0
31 Aug 2019
Entity-aware ELMo: Learning Contextual Entity Representation for Entity
  Disambiguation
Entity-aware ELMo: Learning Contextual Entity Representation for Entity Disambiguation
Hamed Shahbazi
Xiaoli Z. Fern
Reza Ghaeini
Rasha Obeidat
Prasad Tadepalli
278
26
0
14 Aug 2019
Joint Learning of Named Entity Recognition and Entity Linking
Joint Learning of Named Entity Recognition and Entity LinkingAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Pedro Henrique Martins
Zita Marinho
André F. T. Martins
316
102
0
18 Jul 2019
Representation Learning for Words and Entities
Representation Learning for Words and Entities
Pushpendre Rastogi
SSL
240
0
0
12 Jun 2019
Training Temporal Word Embeddings with a Compass
Training Temporal Word Embeddings with a CompassAAAI Conference on Artificial Intelligence (AAAI), 2019
Valerio Di Carlo
Federico Bianchi
M. Palmonari
194
72
0
05 Jun 2019
Distant Learning for Entity Linking with Automatic Noise Detection
Distant Learning for Entity Linking with Automatic Noise DetectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Phong Le
Ivan Titov
NoLa
180
46
0
17 May 2019
Quizbowl: The Case for Incremental Question Answering
Quizbowl: The Case for Incremental Question Answering
Pedro Rodriguez
Shi Feng
Mohit Iyyer
He He
Jordan L. Boyd-Graber
358
55
0
09 Apr 2019
Improving Question Answering with External Knowledge
Improving Question Answering with External Knowledge
Xiaoman Pan
Kai Sun
Dian Yu
Jianshu Chen
Heng Ji
Claire Cardie
Dong Yu
KELM
306
67
0
03 Feb 2019
Joint Representation Learning of Cross-lingual Words and Entities via
  Attentive Distant Supervision
Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision
Yixin Cao
Lei Hou
Juan-Zi Li
Zhiyuan Liu
Chengjiang Li
Xu Chen
Tiansi Dong
231
38
0
27 Nov 2018
Neural Collective Entity Linking
Neural Collective Entity LinkingInternational Conference on Computational Linguistics (COLING), 2018
Yixin Cao
Lei Hou
Juan-Zi Li
Zhiyuan Liu
192
117
0
21 Nov 2018
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs
Dimitri Kartsaklis
Mohammad Taher Pilehvar
Nigel Collier
254
61
0
23 Aug 2018
Entity Commonsense Representation for Neural Abstractive Summarization
Entity Commonsense Representation for Neural Abstractive Summarization
Reinald Kim Amplayo
Seonjae Lim
Seung-won Hwang
185
36
0
14 Jun 2018
Representation Learning of Entities and Documents from Knowledge Base
  Descriptions
Representation Learning of Entities and Documents from Knowledge Base Descriptions
Ikuya Yamada
Hiroyuki Shindo
Yoshiyasu Takefuji
255
25
0
08 Jun 2018
Improving Entity Linking by Modeling Latent Relations between Mentions
Improving Entity Linking by Modeling Latent Relations between Mentions
Phong Le
Ivan Titov
KELM
415
227
0
27 Apr 2018
Studio Ousia's Quiz Bowl Question Answering System
Studio Ousia's Quiz Bowl Question Answering System
Ikuya Yamada
Ryuji Tamaki
Hiroyuki Shindo
Yoshiyasu Takefuji
201
16
0
23 Mar 2018
DeepType: Multilingual Entity Linking by Neural Type System Evolution
DeepType: Multilingual Entity Linking by Neural Type System Evolution
Jonathan Raiman
O. Raiman
BDLHAI
337
190
0
03 Feb 2018
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