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DeepType: Multilingual Entity Linking by Neural Type System Evolution

DeepType: Multilingual Entity Linking by Neural Type System Evolution

3 February 2018
Jonathan Raiman
O. Raiman
    BDLHAI
ArXiv (abs)PDFHTML

Papers citing "DeepType: Multilingual Entity Linking by Neural Type System Evolution"

50 / 78 papers shown
Contextual Augmentation for Entity Linking using Large Language Models
Contextual Augmentation for Entity Linking using Large Language ModelsInternational Conference on Computational Linguistics (COLING), 2025
Daniel Vollmers
Hamada M. Zahera
Diego Moussallem
A. N. Ngomo
144
8
0
17 Oct 2025
DISCIE -- Discriminative Closed Information Extraction
DISCIE -- Discriminative Closed Information ExtractionInternational Workshop on the Semantic Web (SW), 2025
Cedric Moller
Ricardo Usbeck
220
1
0
19 Jun 2025
Enriching Social Science Research via Survey Item Linking
Enriching Social Science Research via Survey Item Linking
Tornike Tsereteli
Daniel Ruffinelli
Simone Paolo Ponzetto
LRM
333
0
0
20 Dec 2024
LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking
LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking
Amy Xin
Yunjia Qi
Zijun Yao
Fangwei Zhu
Kaisheng Zeng
Xu Bin
Lei Hou
Juanzi Li
545
16
0
04 Jul 2024
Mathematical Entities: Corpora and Benchmarks
Mathematical Entities: Corpora and Benchmarks
Jacob Collard
Valeria C V de Paiva
Eswaran Subrahmanian
212
1
0
17 Jun 2024
REXEL: An End-to-end Model for Document-Level Relation Extraction and
  Entity Linking
REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking
N. Bouziani
Shubhi Tyagi
Joseph Fisher
Jens Lehmann
Andrea Pierleoni
SyDa
207
4
0
19 Apr 2024
Span-Oriented Information Extraction -- A Unifying Perspective on
  Information Extraction
Span-Oriented Information Extraction -- A Unifying Perspective on Information Extraction
Yifan Ding
Michael Yankoski
Tim Weninger
320
3
0
18 Mar 2024
EntGPT: Entity Linking with Generative Large Language Models
EntGPT: Entity Linking with Generative Large Language Models
Yifan Ding
Amrit Poudel
Qingkai Zeng
Tim Weninger
Balaji Veeramani
Sanmitra Bhattacharya
ReLMKELMLRM
324
4
0
09 Feb 2024
Entity Linking in the Job Market Domain
Entity Linking in the Job Market Domain
Mike Zhang
Rob van der Goot
Barbara Plank
298
10
0
31 Jan 2024
Increasing Coverage and Precision of Textual Information in Multilingual
  Knowledge Graphs
Increasing Coverage and Precision of Textual Information in Multilingual Knowledge GraphsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Simone Conia
Min Li
Daniel Lee
U. F. Minhas
Ihab F. Ilyas
Yunyao Li
259
11
0
27 Nov 2023
Learning to Correct Noisy Labels for Fine-Grained Entity Typing via
  Co-Prediction Prompt Tuning
Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt TuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Xuancheng Huang
Yongquan He
Yongxiu Xu
Hongbo Xu
Wenyuan Zhang
Yang Lin
NoLa
234
0
0
23 Oct 2023
Multilingual End to End Entity Linking
Multilingual End to End Entity Linking
Mikhail Plekhanov
Nora Kassner
Kashyap Popat
Louis Martin
Simone Merello
Borislav M. Kozlovskii
F. Dreyer
Nicola Cancedda
263
11
0
15 Jun 2023
Learn to Not Link: Exploring NIL Prediction in Entity Linking
Learn to Not Link: Exploring NIL Prediction in Entity LinkingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Fangwei Zhu
Jifan Yu
Hailong Jin
Juanzi Li
Lei Hou
Zhifang Sui
204
10
0
25 May 2023
Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck
  Typing and Polar Box Embeddings
Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Mattia Atzeni
Mikhail Plekhanov
F. Dreyer
Nora Kassner
Simone Merello
Louis Martin
Nicola Cancedda
402
3
0
19 May 2023
Growing and Serving Large Open-domain Knowledge Graphs
Growing and Serving Large Open-domain Knowledge Graphs
Ihab F. Ilyas
JP Lacerda
Yunyao Li
U. F. Minhas
Ali Mousavi
Jeffrey Pound
Theodoros Rekatsinas
C. Sumanth
264
10
0
16 May 2023
Joint Open Knowledge Base Canonicalization and Linking
Joint Open Knowledge Base Canonicalization and Linking
Yinan Liu
Wei Shen
Yuanfei Wang
Jianyong Wang
Zhenglu Yang
Xiaojie Yuan
226
17
0
02 Dec 2022
Hansel: A Chinese Few-Shot and Zero-Shot Entity Linking Benchmark
Hansel: A Chinese Few-Shot and Zero-Shot Entity Linking BenchmarkWeb Search and Data Mining (WSDM), 2022
Zhenran Xu
Zifei Shan
Yuxin Li
Baotian Hu
Bing Qin
VLM
324
8
0
26 Jul 2022
Effective Few-Shot Named Entity Linking by Meta-Learning
Effective Few-Shot Named Entity Linking by Meta-LearningIEEE International Conference on Data Engineering (ICDE), 2022
Xiuxing Li
Zhenyu Li
Zhengyan Zhang
Ning Liu
Haitao Yuan
Wei Zhang
Zhiyuan Liu
Jianyong Wang
OffRL
318
15
0
12 Jul 2022
ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity
  Linking
ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity LinkingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Tom Ayoola
Shubhi Tyagi
Joseph Fisher
Christos Christodoulopoulos
Andrea Pierleoni
292
118
0
08 Jul 2022
Improving Entity Disambiguation by Reasoning over a Knowledge Base
Improving Entity Disambiguation by Reasoning over a Knowledge BaseNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Tom Ayoola
Joseph Fisher
Andrea Pierleoni
345
19
0
08 Jul 2022
Strong Heuristics for Named Entity Linking
Strong Heuristics for Named Entity LinkingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Marko Čuljak
Andreas Spitz
Robert West
Akhil Arora
249
7
0
06 Jul 2022
Improving Candidate Retrieval with Entity Profile Generation for
  Wikidata Entity Linking
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity LinkingFindings (Findings), 2022
T. Lai
Heng Ji
ChengXiang Zhai
RALM
377
23
0
27 Feb 2022
Survey on English Entity Linking on Wikidata
Survey on English Entity Linking on Wikidata
Cedric Moller
Jens Lehmann
Ricardo Usbeck
KELM
235
29
0
03 Dec 2021
Metadata Shaping: Natural Language Annotations for the Tail
Metadata Shaping: Natural Language Annotations for the Tail
Simran Arora
Sen Wu
Enci Liu
Christopher Ré
210
0
0
16 Oct 2021
Cross-Lingual Fine-Grained Entity Typing
Cross-Lingual Fine-Grained Entity Typing
N. Selvaraj
Yasumasa Onoe
Greg Durrett
156
2
0
15 Oct 2021
Entity Linking Meets Deep Learning: Techniques and Solutions
Entity Linking Meets Deep Learning: Techniques and SolutionsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Wei Shen
Yuhan Li
Yinan Liu
Jiawei Han
Jianyong Wang
Xiaojie Yuan
346
77
0
26 Sep 2021
Cluster-based Mention Typing for Named Entity Disambiguation
Cluster-based Mention Typing for Named Entity DisambiguationNatural Language Engineering (NLE), 2020
Arda Çelebi
Arzucan Özgür
188
3
0
23 Sep 2021
Entity Linking and Discovery via Arborescence-based Supervised
  Clustering
Entity Linking and Discovery via Arborescence-based Supervised Clustering
Dhruv Agarwal
Rico Angell
Nicholas Monath
Andrew McCallum
298
37
0
02 Sep 2021
Bib2Auth: Deep Learning Approach for Author Disambiguation using
  Bibliographic Data
Bib2Auth: Deep Learning Approach for Author Disambiguation using Bibliographic Data
Zeyd Boukhers
N. Bahubali
Abinaya Chandrasekaran
Adarsh Anand
Soniya Manchenahalli Gnanendra Prasadand
Sriram Aralappa
191
2
0
09 Jul 2021
Biomedical Interpretable Entity Representations
Biomedical Interpretable Entity RepresentationsFindings (Findings), 2021
Diego Garcia-Olano
Yasumasa Onoe
Ioana Baldini
Joydeep Ghosh
Byron C. Wallace
Kush R. Varshney
AI4CE
261
4
0
17 Jun 2021
Conversational Entity Linking: Problem Definition and Datasets
Conversational Entity Linking: Problem Definition and DatasetsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Hideaki Joko
Faegheh Hasibi
K. Balog
A. D. Vries
230
23
0
11 May 2021
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages
  with Adversarial Examples
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial ExamplesConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Qianchu Liu
Edoardo Ponti
Diana McCarthy
Ivan Vulić
Anna Korhonen
348
23
0
17 Apr 2021
Improving Zero-Shot Multi-Lingual Entity Linking
Improving Zero-Shot Multi-Lingual Entity Linking
Elliot Schumacher
J. Mayfield
Mark Dredze
157
0
0
16 Apr 2021
Improving Zero-Shot Entity Retrieval through Effective Dense
  Representations
Improving Zero-Shot Entity Retrieval through Effective Dense RepresentationsHellenic Conference on Artificial Intelligence (HAI), 2021
Eleni Partalidou
Despina Christou
Grigorios Tsoumakas
205
7
0
06 Mar 2021
Within-Document Event Coreference with BERT-Based Contextualized Representations
Shafiuddin Rehan Ahmed
James H. Martin
124
0
0
15 Feb 2021
CD2CR: Co-reference Resolution Across Documents and Domains
CD2CR: Co-reference Resolution Across Documents and DomainsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
James Ravenscroft
Arie Cattan
A. Clare
Ido Dagan
Maria Liakata
307
13
0
29 Jan 2021
Joint Coreference Resolution and Character Linking for Multiparty
  Conversation
Joint Coreference Resolution and Character Linking for Multiparty ConversationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Jiaxin Bai
Hongming Zhang
Yangqiu Song
Kun Xu
273
11
0
27 Jan 2021
Reddit Entity Linking Dataset
Reddit Entity Linking DatasetInformation Processing & Management (IPM), 2021
Nicholas Botzer
Yifan Ding
Tim Weninger
347
17
0
04 Jan 2021
Clustering-based Automatic Construction of Legal Entity Knowledge Base
  from Contracts
Clustering-based Automatic Construction of Legal Entity Knowledge Base from Contracts
Fuqi Song
Eric Villemonte de la Clergerie
116
1
0
18 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
197
5
0
17 Nov 2020
Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas
Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas
Yogarshi Vyas
Miguel Ballesteros
178
10
0
21 Oct 2020
Clustering-based Inference for Biomedical Entity Linking
Clustering-based Inference for Biomedical Entity Linking
Rico Angell
Nicholas Monath
Sunil Mohan
Nishant Yadav
Andrew McCallum
350
4
0
21 Oct 2020
Neural Networks for Entity Matching: A Survey
Neural Networks for Entity Matching: A Survey
Nils Barlaug
J. Gulla
425
131
0
21 Oct 2020
Bootleg: Chasing the Tail with Self-Supervised Named Entity
  Disambiguation
Bootleg: Chasing the Tail with Self-Supervised Named Entity DisambiguationConference on Innovative Data Systems Research (CIDR), 2020
Laurel J. Orr
Megan Leszczynski
Simran Arora
Sen Wu
Neel Guha
Xiao Ling
Christopher Ré
473
50
0
20 Oct 2020
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity LinkingFindings (Findings), 2020
Elliot Schumacher
J. Mayfield
Mark Dredze
181
6
0
19 Oct 2020
Autoregressive Entity Retrieval
Autoregressive Entity RetrievalInternational Conference on Learning Representations (ICLR), 2020
Nicola De Cao
Gautier Izacard
Sebastian Riedel
Fabio Petroni
1.1K
522
0
02 Oct 2020
A Deep Learning Approach to Geographical Candidate Selection through
  Toponym Matching
A Deep Learning Approach to Geographical Candidate Selection through Toponym Matching
Mariona Coll Ardanuy
Kasra Hosseini
Katherine McDonough
A. Krause
Daniel Alexander van Strien
F. Nanni
342
12
0
17 Sep 2020
Language Models as Knowledge Bases: On Entity Representations, Storage
  Capacity, and Paraphrased Queries
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries
Benjamin Heinzerling
Kentaro Inui
KELM
340
153
0
20 Aug 2020
Evaluating the Impact of Knowledge Graph Context on Entity
  Disambiguation Models
Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation ModelsInternational Conference on Information and Knowledge Management (CIKM), 2020
I. Mulang'
Kuldeep Singh
Chaitali Prabhu
Abhishek Nadgeri
Johannes Hoffart
Jens Lehmann
495
59
0
12 Aug 2020
Robust Benchmarking for Machine Learning of Clinical Entity Extraction
Robust Benchmarking for Machine Learning of Clinical Entity ExtractionMachine Learning in Health Care (MLHC), 2020
Monica Agrawal
Chloe P. O'Connell
Yasmin Fatemi
A. Levy
David Sontag
144
6
0
31 Jul 2020
12
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