Keyword

entity linking

Description: A natural language processing task that identifies real-world entities mentioned in text and connects them to unique entries in a knowledge base.

Primary topic: Topic Modeling (41%)

Wikidata ID: wiki/Q17012245

OpenAlex ID: keywords/entity-linking

Bidirectional LSTM-CRF Models for Sequence Tagging

2015 · Huang, Zhiheng, Xu, Wei, et al. · arXiv (Cornell University) · 3,285

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A Review of Relational Machine Learning for Knowledge Graphs

2015 · Maximilian Nickel, Kevin Murphy, et al. · Proceedings of the IEEE · 1,650

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Semantic Parsing on Freebase from Question-Answer Pairs

2013 · Jonathan Berant, Andrew Chou, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 1,580

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YAGO2: A spatially and temporally enhanced knowledge base from Wikipedia

2012 · Johannes Hoffart, Fabian M. Suchanek, et al. · Artificial Intelligence · 1,232

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DBpedia spotlight

2011 · Pablo N. Mendes, Max Jakob, et al. · International Conference on Semantic Systems · 1,180

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YAGO: A Large Ontology from Wikipedia and WordNet

2008 · Fabian M. Suchanek, Gjergji Kasneci, et al. · Journal of Web Semantics · 908

Entity Linking with a Knowledge Base: Issues, Techniques, and Solutions

2014 · Wei Shen, Jianyong Wang, et al. · IEEE Transactions on Knowledge and Data Engineering · 762

Entity Linking meets Word Sense Disambiguation: a Unified Approach

2014 · Andrea Moro, Alessandro Raganato, et al. · Transactions of the Association for Computational Linguistics · 743

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TAGME

2010 · Paolo Ferragina, Ugo Scaiella · ACM International Conference on Information and Knowledge Management (CIKM) · 743

Deep Learning for Entity Matching

2018 · Sidharth Mudgal, Han Li, et al. · Proceedings - ACM-SIGMOD International Conference on Management of Data · 553

Question Answering over Freebase with Multi-Column Convolutional Neural Networks

2015 · Li Dong, Furu Wei, et al. · 451

ZenCrowd

2012 · Gianluca Demartini, Djellel Eddine Difallah, et al. · International World Wide Web Conference (WWW) · 448

Collective annotation of Wikipedia entities in web text

2009 · Sayali Kulkarni, Amit Singh, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 440

Enriching Pre-trained Language Model with Entity Information for Relation Classification

2019 · Shanchan Wu, Yifan He · ACM International Conference on Information and Knowledge Management (CIKM) · 434

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Silk - A Link Discovery Framework for the Web of Data

2009 · Julius Volz, Christian Bizer, et al. · MADOC (University of Mannheim) · 411

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Overview of the TAC 2010 knowledge base population track

2010 · Heng Ji, Ralph Grishman, et al. · 405

A Comprehensive Survey on Automatic Knowledge Graph Construction

2023 · Lingfeng Zhong, Jia Wu, et al. · ACM Computing Surveys · 388

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FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents

2019 · Guillaume Jaume, Hazim Kemal Ekenel, et al. · 383

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Learning multilingual named entity recognition from Wikipedia

2012 · Joel Nothman, Nicky Ringland, et al. · Artificial Intelligence · 360

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Collective entity linking in web text

2011 · Xianpei Han, Le Sun, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 355

Entity resolution

2012 · Lise Getoor, Ashwin Machanavajjhala · Proceedings of the VLDB Endowment · 351

Analysis of named entity recognition and linking for tweets

2014 · Leon Derczynski, Diana Maynard, et al. · Information Processing & Management · 340

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A general framework for information extraction using dynamic span graphs

2019 · Yi Luan, Dave Wadden, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 338

Entity Disambiguation for Knowledge Base Population

2010 · Dredze, Mark, McNamee, Paul, et al. · 332

Improved Neural Relation Detection for Knowledge Base Question Answering

2017 · Mo Yu, Wenpeng Yin, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 328

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Works count: 5,285

Citation count: 60,000