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Entity Linking (EL) is a fundamental task for Information Extraction and Knowledge Graphs.
Medical entity linking using triplet network,
I. Mondal, S. Purkayastha, S. Sarkar, P. Goyal, J. Pillai, A. Bhattacharyya, M. Gattu, · 1912
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Signature verification using a siamese time delay neural network,
J. Bromley, I. Guyon, Y. LeCun, E. Säckinger, R. Shah, · 1993
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Long short-term memory,
S. Hochreiter, J. Schmidhuber, · 1997
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Noise-contrastive estimation: A new estimation principle for unnormalized statistical models,
M. Gutmann, A. Hyvärinen, · 2010
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Robust disambiguation of named entities in text,
J. Hoffart, M. A. Yosef, I. Bordino, H. Fürstenau, M. Pinkal, M. Spaniol, B. Taneva, S. Thater, G. Weikum, · 2011
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Introduction to "this is watson",
D. A. Ferrucci, · 2012
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Dnorm: disease name normalization with pairwise learning to rank,
R. Leaman, R. I. Dogan, Z. Lu, · 2013
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Re-ranking for joint named-entity recognition and linking,
A. Sil, A. Yates, · 2013
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Entity linking with a knowledge base: Issues, techniques, and solutions,
W. Shen, J. Wang, J. Han, · 2014
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Design challenges for entity linking,
X. Ling, S. Singh, D. S. Weld, · 2015
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Joint entity recognition and disambiguation,
G. Luo, X. Huang, C.-Y. Lin, Z. Nie, · 2015
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Adam: A method for stochastic optimization,
D. P. Kingma, J. Ba, · 2015
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J-NERD: Joint named entity recognition and disambiguation with rich linguistic features,
D. B. Nguyen, M. Theobald, G. Weikum, · 2016
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Biocreative V CDR task corpus: a resource for chemical disease relation extraction,
J. Li, Y. Sun, R. J. Johnson, D. Sciaky, C. Wei, R. Leaman, A. P. Davis, C. J. Mattingly, T. C. Wiegers, Z. Lu, · 2016
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Fast and accurate entity recognition with iterated dilated convolutions,
E. Strubell, P. Verga, D. Belanger, A. McCallum, · 2017
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End-to-end neural entity linking,
N. Kolitsas, O.-E. Ganea, T. Hofmann, · 2018
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Entity commonsense representation for neural abstractive summarization,
R. K. Amplayo, S. Lim, S.-w. Hwang, · 2018
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Scalable knowledge graph construction from text collections,
R. Clancy, I. F. Ilyas, J. Lin, · 2019
Cited alongside, same era.
A neural multi-task learning framework to jointly model medical named entity recognition and normalization,
S. Zhao, T. Liu, S. Zhao, F. Wang, · 2019
Cited alongside, same era.
Investigating entity knowledge in BERT with simple neural end-to-end entity linking,
S. Broscheit, · 2019
Cited alongside, same era.
BERT: Pre-training of deep bidirectional transformers for language understanding,
J. Devlin, M.-W. Chang, K. Lee, K. Toutanova, · 2019
Cited alongside, same era.
Pytorch: An imperative style, high-performance deep learning library,
A. Paszke, S. Gross, F. Massa, A. Lerer, J. Bradbury, G. Chanan, T. Killeen, Z. Lin, N. Gimelshein, L. Antiga, A. Desmaison, A. Köpf, E. Z. Yang, Z. DeVito, M. Raison, A. Tejani, S. Chilamkurthy, B. Steiner, L. Fang, J. Bai, S. Chintala, · 2019
Cited alongside, same era.
Automatic context pattern generation for entity set expansion,
Y. Li, S. Huang, X. Zhang, Q. Zhou, Y. Li, R. Liu, Y. Cao, H. Zheng, Y. Shen, · 2022
Later among the works it cites.
Entqa: Entity linking as question answering,
W. Zhang, W. Hua, K. Stratos, · 2022
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Contrastive learning with hard negative entities for entity set expansion,
Y. Li, Y. Li, Y. He, T. Yu, Y. Shen, H. Zheng, · 2022
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Tempel: Linking dynamically evolving and newly emerging entities,
K. Zaporojets, L.-A. Kaffee, T. Demeester, C. Develder, I. Augenstein, · 2022
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Named entity and relation extraction with multi-modal retrieval,
X. Wang, J. Cai, Y. Jiang, P. Xie, K. Tu, W. Lu, · 2022
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alphaXiv searches the wider corpus for related work and actual follow-ups.
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J. Johnson, M. Douze, H. Jégou, · 2019
Cited alongside, same era.
Contextualized end-to-end neural entity linking,
H. Chen, X. Li, A. Z. Gregoric, S. Wadhwa, · 2020
Cited alongside, same era.
Rel: An entity linker standing on the shoulders of giants,
J. M. van Hulst, F. Hasibi, K. Dercksen, K. Balog, A. P. de Vries, · 2020
Cited alongside, same era.
Scalable zero-shot entity linking with dense entity retrieval,
L. Wu, F. Petroni, M. Josifoski, S. Riedel, L. Zettlemoyer, · 2020
Cited alongside, same era.
Biobert: a pre-trained biomedical language representation model for biomedical text mining,
J. Lee, W. Yoon, S. Kim, D. Kim, S. Kim, C. H. So, J. Kang, · 2020
Cited alongside, same era.
Autoregressive entity retrieval,
N. D. Cao, G. Izacard, S. Riedel, F. Petroni, · 2021
Cited alongside, same era.
KILT: a benchmark for knowledge intensive language tasks,
F. Petroni, A. Piktus, A. Fan, P. Lewis, M. Yazdani, N. De Cao, J. Thorne, Y. Jernite, V. Karpukhin, J. Maillard, V. Plachouras, T. Rocktäschel, S. Riedel, · 2021
Cited alongside, same era.
Overview of the NLPCC2022 shared task on speech entity linking,
R. Song, S. Zhang, X. Tian, Y. Guo, · 2022
Later among the works it cites.
ReFinED: An efficient zero-shot-capable approach to end-to-end entity linking,
T. Ayoola, S. Tyagi, J. Fisher, C. Christodoulopoulos, A. Pierleoni, · 2022
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DAMO-NLP at NLPCC-2022 task 2: Knowledge enhanced robust NER for speech entity linking,
S. Huang, Y. Zhai, X. Long, Y. Jiang, X. Wang, Y. Zhang, P. Xie, · 2022
Later among the works it cites.
HOSMEL: A hot-swappable modularized entity linking toolkit for Chinese,
D. Zhang-li, J. Zhang, J. Yu, X. Zhang, P. Zhang, J. Tang, J. Li, · 2022
Later among the works it cites.
Personal entity, concept, and named entity linking in conversations,
H. Joko, F. Hasibi, · 2022
Later among the works it cites.
Improving candidate retrieval with entity profile generation for Wikidata entity linking,
T. Lai, H. Ji, C. Zhai, · 2022
Later among the works it cites.
Unsupervised entity linking with guided summarization and multiple-choice selection,
Y.-M. Cho, L. Zhang, C. Callison-Burch, · 2022
Later among the works it cites.
Learning entity linking features for emerging entities,
C. Ran, W. Shen, J. Gao, Y. Li, J. Wang, Y. Jia, · 2022
Later among the works it cites.
Z. Tan, S. Huang, Z. Jia, J. Cai, Y. Li, W. Lu, Y. Zhuang, K. Tu, P. Xie, F. Huang, Y. Jiang, · 2023
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Vision, deduction and alignment: An empirical study on multi-modal knowledge graph alignment,
Y. Li, J. Chen, Y. Li, Y. Xiang, X. Chen, H. Zheng, · 2023
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Joint learning of named entity recognition and entity linking,
P. H. Martins, Z. Marinho, A. F. T. Martins, · 2026
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