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Entity linking (EL) is the task of linking a textual mention to its corresponding entry in a knowledge base, and is critical for many knowledge-intensive NLP applications.
Global entity disambiguation with pretrained contextualized embeddings of words and entities
Ikuya Yamada, Koki Washio, Hiroyuki Shindo, and Yuji Matsumoto. 2019 · 1909
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Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997
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Dbpedia: A nucleus for a web of open data
Sören Auer, Christian Bizer, Georgi Kobilarov, Jens Lehmann, Richard Cyganiak, and Zachary Ives. 2007 · 2007
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Large-scale named entity disambiguation based on Wikipedia data
Silviu Cucerzan. 2007 · 2007
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Pearson correlation coefficient
Israel Cohen, Yiteng Huang, Jingdong Chen, Jacob Benesty, Jacob Benesty, Jingdong Chen, Yiteng Huang, and Israel Cohen. 2009 · 2009
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The probabilistic relevance framework: Bm25 and beyond
Stephen Robertson and Hugo Zaragoza. 2009 · 2009
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Robust disambiguation of named entities in text
Johannes Hoffart, Mohamed Amir Yosef, Ilaria Bordino, Hagen Fürstenau, Manfred Pinkal, Marc Spaniol, Bilyana Taneva, Stefan Thater, and Gerhard Weikum. 2011 · 2011
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Interrater reliability: the kappa statistic
Mary L McHugh. 2012 · 2012
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Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Sam Madden, and Mourad Ouzzani. 2020 · 2012
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Wikidata: A free collaborative knowledgebase
Denny Vrandečić and Markus Krötzsch. 2014 · 2014
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Tabel: Entity linking in web tables
Chandra Sekhar Bhagavatula, Thanapon Noraset, and Doug Downey. 2015 · 2015
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Fast and space-efficient entity linking for queries
Roi Blanco, Giuseppe Ottaviano, and Edgar Meij. 2015 · 2015
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Relation extraction from clinical texts using domain invariant convolutional neural network
Sunil Sahu, Ashish Anand, Krishnadev Oruganty, and Mahanandeeshwar Gattu. 2016 · 2016
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Earl: joint entity and relation linking for question answering over knowledge graphs
Mohnish Dubey, Debayan Banerjee, Debanjan Chaudhuri, and Jens Lehmann. 2018 · 2018
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Universal language model fine-tuning for text classification
Jeremy Howard and Sebastian Ruder. 2018 · 2018
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Measuring the evolution of a scientific field through citation frames
David Jurgens, Srijan Kumar, Raine Hoover, Dan McFarland, and Dan Jurafsky. 2018 · 2018
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GLUE: A multi-task benchmark and analysis platform for natural language understanding
Alex Wang, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, and Samuel Bowman. 2018 · 2018
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SciBERT: A pretrained language model for scientific text
Iz Beltagy, Kyle Lo, and Arman Cohan. 2019 · 2019
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Structural scaffolds for citation intent classification in scientific publications
Arman Cohan, Waleed Ammar, Madeleine van Zuylen, and Field Cady. 2019 · 2019
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Identification of tasks, datasets, evaluation metrics, and numeric scores for scientific leaderboards construction
Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, and Debasis Ganguly. 2019 · 2019
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Experimental evidence extraction system in data science with hybrid table features and ensemble learning
Wenhao Yu, Wei Peng, Yu Shu, Qingkai Zeng, and Meng Jiang. 2020 · 2020
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Novel entity discovery from web tables
Shuo Zhang, Edgar Meij, Krisztian Balog, and Ridho Reinanda. 2020 · 2020
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Autoregressive entity retrieval
Nicola De Cao, Gautier Izacard, Sebastian Riedel, and Fabio Petroni. 2021 · 2021
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Read, retrospect, select: An mrc framework to short text entity linking
Yingjie Gu, Xiaoye Qu, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan, and Xiaolin Gui. 2021 · 2021
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Augmenting scientific papers with just-in-time, position-sensitive definitions of terms and symbols
Andrew Head, Kyle Lo, Dongyeop Kang, Raymond Fok, Sam Skjonsberg, Daniel S Weld, and Marti A Hearst. 2021 · 2021
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Zero-shot entity linking by reading entity descriptions
Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Jacob Devlin, and Honglak Lee. 2019 · 2019
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Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter. 2019 · 2019
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Sentence-BERT: Sentence embeddings using Siamese BERT-networks
Nils Reimers and Iryna Gurevych. 2019 · 2019
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Tablepedia: Automating pdf table reading in an experimental evidence exploration and analytic system
Wenhao Yu, Zongze Li, Qingkai Zeng, and Meng Jiang. 2019 · 2019
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Turl: table understanding through representation learning
Xiang Deng, Huan Sun, Alyssa Lees, You Wu, and Cong Yu. 2020 · 2020
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Clinical concept extraction: A methodology review
Sunyang Fu, David Chen, Huan He, Sijia Liu, Sungrim Moon, Kevin J. Peterson, Feichen Shen, Liwei Wang, Yanshan Wang, Andrew Wen, Yiqing Zhao, Sunghwan Sohn, and Hongfang Liu. 2020 · 2020
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SciREX: A challenge dataset for document-level information extraction
Sarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi, and Iz Beltagy. 2020 · 2020
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Hiroshi Iida, Dung Thai, Varun Manjunatha, and Mohit Iyyer. 2021 · 2021
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Recipes for building an open-domain chatbot
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A computational inflection for scientific discovery
Tom Hope, Doug Downey, Oren Etzioni, Daniel S Weld, and Eric Horvitz. 2022 · 2022
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Exploring the limits of transfer learning with a unified text-to-text transformer
Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J. Liu. 2022 · 2022
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Nilinker: Attention-based approach to nil entity linking
Pedro Ruas and Francisco M. Couto. 2022 · 2022
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Language models that seek for knowledge: Modular search & generation for dialogue and prompt completion
Kurt Shuster, Mojtaba Komeili, Leonard Adolphs, Stephen Roller, Arthur Szlam, and Jason Weston. 2022 · 2022
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Global entity disambiguation with BERT
Ikuya Yamada, Koki Washio, Hiroyuki Shindo, and Yuji Matsumoto. 2022 · 2022
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The semantic scholar open data platform
Rodney Michael Kinney, Chloe Anastasiades, Russell Authur, Iz Beltagy, Jonathan Bragg, Alexandra Buraczynski, Isabel Cachola, Stefan Candra, Yoganand Chandrasekhar, Arman Cohan, Miles Crawford, Doug Downey, Jason Dunkelberger, Oren Etzioni, Robert Evans, Sergey Feldman, Joseph Gorney, David W. Graham, F.Q. Hu, Regan Huff, Daniel King, Sebastian Kohlmeier, Bailey Kuehl, Michael Langan, Daniel Lin, Haokun Liu, Kyle Lo, Jaron Lochner, Kelsey MacMillan, Tyler Murray, Christopher Newell, Smita Rao, Shaurya Rohatgi, Paul L Sayre, Zejiang Shen, Amanpreet Singh, Luca Soldaini, Shivashankar Subramanian, A. Tanaka, Alex D Wade, Linda M. Wagner, Lucy Lu Wang, Christopher Wilhelm, Caroline Wu, Jiangjiang Yang, Angele Zamarron, Madeleine van Zuylen, and Daniel S. Weld. 2023 · 2023
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A practical entity linking system for tables in scientific literature
Varish Mulwad, Tim Finin, Vijay S Kumar, Jenny Weisenberg Williams, Sharad Dixit, Anupam Joshi, et al. 2023 · 2023
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