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In our continuously evolving world, entities change over time and new, previously non-existing or unknown, entities appear.
Learning to link with wikipedia
David Milne and Ian H Witten · 2008
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Collective annotation of Wikipedia entities in web text
Sayali Kulkarni, Amit Singh, Ganesh Ramakrishnan, and Soumen Chakrabarti · 2009
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Overview of the TAC 2010 knowledge base population track
Heng Ji, Ralph Grishman, Hoa Trang Dang, Kira Griffitt, and Joe Ellis · 2010
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Detecting Wikipedia vandalism via spatio-temporal analysis of revision metadata?
Andrew G West, Sampath Kannan, and Insup Lee · 2010
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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
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Local and global algorithms for disambiguation to Wikipedia
Lev Ratinov, Dan Roth, Doug Downey, and Mike Anderson · 2011
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Entity linking: Finding extracted entities in a knowledge base
Delip Rao, Paul McNamee, and Mark Dredze · 2013
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N 3 -a collection of datasets for named entity recognition and disambiguation in the nlp interchange format
Michael Röder, Ricardo Usbeck, Sebastian Hellmann, Daniel Gerber, and Andreas Both · 2014
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Analysis of named entity recognition and linking for tweets
Leon Derczynski, Diana Maynard, Giuseppe Rizzo, Marieke Van Erp, Genevieve Gorrell, Raphaël Troncy, Johann Petrak, and Kalina Bontcheva · 2015
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Overview of TAC-KBP 2015 tri-lingual entity discovery and linking
Heng Ji, Joel Nothman, Ben Hachey, and Radu Florian · 2015
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Open knowledge extraction challenge
Andrea Giovanni Nuzzolese, Anna Lisa Gentile, Valentina Presutti, Aldo Gangemi, Darío Garigliotti, and Roberto Navigli · 2015
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GERBIL: general entity annotator benchmarking framework
Ricardo Usbeck, Michael Röder, Axel-Cyrille Ngonga Ngomo, Ciro Baron, Andreas Both, Martin Brümmer, Diego Ceccarelli, Marco Cornolti, Didier Cherix, Bernd Eickmann, et al · 2015
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Semantic parsing via staged query graph generation: Question answering with knowledge base
Scott Wen-tau Yih, Ming-Wei Chang, Xiaodong He, and Jianfeng Gao · 2015
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Quality assessment of wikipedia articles without feature engineering
Quang Vinh Dang and Claudia-Lavinia Ignat · 2016
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Broad twitter corpus: A diverse named entity recognition resource
Leon Derczynski, Kalina Bontcheva, and Ian Roberts · 2016
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Joint learning of the embedding of words and entities for named entity disambiguation
Ikuya Yamada, Hiroyuki Shindo, Hideaki Takeda, and Yoshiyasu Takefuji · 2016
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Named entity disambiguation for noisy text
Yotam Eshel, Noam Cohen, Kira Radinsky, Shaul Markovitch, Ikuya Yamada, and Omer Levy · 2017
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Deep joint entity disambiguation with local neural attention
Octavian-Eugen Ganea and Thomas Hofmann · 2017
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TriviaQA: A large scale distantly supervised challenge dataset for reading comprehension
Mandar Joshi, Eunsol Choi, Daniel S Weld, and Luke Zettlemoyer · 2017
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Leveraging knowledge bases in LSTMs for improving machine reading
Bishan Yang and Tom Mitchell · 2017
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diaNED: Time-aware named entity disambiguation for diachronic corpora
Prabal Agarwal, Jannik Strötgen, Luciano Del Corro, Johannes Hoffart, and Gerhard Weikum · 2018
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Wizard of Wikipedia: Knowledge-powered conversational agents
Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, and Jason Weston · 2018
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Robust named entity disambiguation with random walks
Zhaochen Guo and Denilson Barbosa · 2018
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Time-evolving text classification with deep neural networks
Yu He, Jianxin Li, Yangqiu Song, Mutian He, Hao Peng, et al · 2018
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Examining temporality in document classification
Xiaolei Huang and Michael J Paul · 2018
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End-to-end neural entity linking
Nikolaos Kolitsas, Octavian-Eugen Ganea, and Thomas Hofmann · 2018
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Sentiment analysis under temporal shift
Jan Lukes and Anders Søgaard · 2018
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Training millions of personalized dialogue agents
Pierre-Emmanuel Mazare, Samuel Humeau, Martin Raison, and Antoine Bordes · 2018
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MedMentions: A large biomedical corpus annotated with UMLS concepts
Sunil Mohan and Donghui Li · 2018
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GERBIL–benchmarking named entity recognition and linking consistently
Michael Röder, Ricardo Usbeck, and Axel-Cyrille Ngonga Ngomo · 2018
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Voxel: a benchmark dataset for multilingual entity linking
Henry Rosales-Méndez, Aidan Hogan, and Barbara Poblete · 2018
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FEVER: a large-scale dataset for Fact Extraction and VERification
James Thorne, Andreas Vlachos, Christos Christodoulopoulos, and Arpit Mittal · 2018
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BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2019
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FreebaseQA: A new factoid qa data set matching trivia-style question-answer pairs with freebase
Kelvin Jiang, Dekun Wu, and Hui Jiang · 2019
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BERT for coreference resolution: Baselines and analysis
Mandar Joshi, Omer Levy, Luke Zettlemoyer, and Daniel S Weld · 2019
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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
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Justifying recommendations using distantly-labeled reviews and fine-grained aspects
Datasheets for datasets
Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal Daumé Iii, and Kate Crawford · 2021
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Language models as knowledge bases: On entity representations, storage capacity, and paraphrased queries
Benjamin Heinzerling and Kentaro Inui · 2021
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Mobie: A german dataset for named entity recognition, entity linking and relation extraction in the mobility domain
Leonhard Hennig, Phuc Tran Truong, and Aleksandra Gabryszak · 2021
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Billion-scale similarity search with GPUs
Jeff Johnson, Matthijs Douze, and Hervé Jégou · 2021
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Multilingual LAMA: Investigating knowledge in multilingual pretrained language models
Nora Kassner, Philipp Dufter, and Hinrich Schütze · 2021
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Mind the gap: Assessing temporal generalization in neural language models
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Jianmo Ni, Jiacheng Li, and Julian McAuley · 2019
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Knowledge enhanced contextual word representations
Matthew E Peters, Mark Neumann, Robert Logan, Roy Schwartz, Vidur Joshi, Sameer Singh, and Noah A Smith · 2019
Cited alongside, same era.
Language models as knowledge bases?
Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, and Alexander Miller · 2019
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DocRED: A large-scale document-level relation extraction dataset
Yuan Yao, Deming Ye, Peng Li, Xu Han, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Lixin Huang, Jie Zhou, and Maosong Sun · 2019
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The roles bots play in Wikipedia
Lei Zheng, Christopher M Albano, Neev M Vora, Feng Mai, and Jeffrey V Nickerson · 2019
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Entity linking in 100 languages
Jan A. Botha, Zifei Shan, and Daniel Gillick · 2020
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Entities as experts: Sparse memory access with entity supervision
Thibault Févry, Livio Baldini Soares, Nicholas FitzGerald, Eunsol Choi, and Tom Kwiatkowski · 2020
Cited alongside, same era.
Angeliki Lazaridou, Adhi Kuncoro, Elena Gribovskaya, Devang Agrawal, Adam Liska, Tayfun Terzi, Mai Gimenez, Cyprien de Masson d’Autume, Tomas Kocisky, Sebastian Ruder, et al · 2021
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Paq: 65 million probably-asked questions and what you can do with them
Patrick Lewis, Yuxiang Wu, Linqing Liu, Pasquale Minervini, Heinrich Küttler, Aleksandra Piktus, Pontus Stenetorp, and Sebastian Riedel · 2021
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Time waits for no one! analysis and challenges of temporal misalignment
Kelvin Luu, Daniel Khashabi, Suchin Gururangan, Karishma Mandyam, and Noah A Smith · 2021
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CREAK: A dataset for commonsense reasoning over entity knowledge
Yasumasa Onoe, Michael JQ Zhang, Eunsol Choi, and Greg Durrett · 2021
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Bootleg: Chasing the tail with self-supervised named entity disambiguation
Laurel Orr, Megan Leszczynski, Simran Arora, Sen Wu, Neel Guha, Xiao Ling, and Christopher Re · 2021
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KILT: a benchmark for knowledge intensive language tasks
Fabio Petroni, Aleksandra Piktus, Angela Fan, Patrick Lewis, Majid Yazdani, Nicola De Cao, James Thorne, Yacine Jernite, Vladimir Karpukhin, Jean Maillard, et al · 2021
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Robustness evaluation of entity disambiguation using prior probes: the case of entity overshadowing
Vera Provatorova, Samarth Bhargav, Svitlana Vakulenko, and Evangelos Kanoulas · 2021
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Towards a fine-grained entity linking approach
Henry Rosales Méndez · 2021
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Question answering over temporal knowledge graphs
Apoorv Saxena, Soumen Chakrabarti, and Partha Talukdar · 2021
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Adaptable and interpretable neural memoryover symbolic knowledge
Pat Verga, Haitian Sun, Livio Baldini Soares, and William Cohen · 2021
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Injecting knowledge base information into end-to-end joint entity and relation extraction and coreference resolution
Severine Verlinden, Klim Zaporojets, Johannes Deleu, Thomas Demeester, and Chris Develder · 2021
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QA-GNN: Reasoning with language models and knowledge graphs for question answering
Michihiro Yasunaga, Hongyu Ren, Antoine Bosselut, Percy Liang, and Jure Leskovec · 2021
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DWIE: An entity-centric dataset for multi-task document-level information extraction
Klim Zaporojets, Johannes Deleu, Chris Develder, and Thomas Demeester · 2021
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Temporal effects on pre-trained models for language processing tasks
Oshin Agarwal and Ani Nenkova · 2022
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Automated construction of a french entity linking dataset to geolocate social network posts in the context of natural disasters
Gaëtan Caillaut, Cécile Gracianne, Nathalie Abadie, Guillaume Touya, and Samuel Auclair · 2022
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Multilingual autoregressive entity linking
Nicola De Cao, Ledell Wu, Kashyap Popat, Mikel Artetxe, Naman Goyal, Mikhail Plekhanov, Luke Zettlemoyer, Nicola Cancedda, Sebastian Riedel, and Fabio Petroni · 2022
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Time-aware language models as temporal knowledge bases
Bhuwan Dhingra, Jeremy R Cole, Julian Martin Eisenschlos, Daniel Gillick, Jacob Eisenstein, and William W Cohen · 2022
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TemporalWiki: A lifelong benchmark for training and evaluating ever-evolving language models
Joel Jang, Seonghyeon Ye, Changho Lee, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, and Minjoon Seo · 2022
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Knowledge infused decoding
Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, and Ahmed Hassan Awadallah · 2022
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TimeLMs: Diachronic language models from twitter
Daniel Loureiro, Francesco Barbieri, Leonardo Neves, Luis Espinosa Anke, and Jose Camacho-Collados · 2022
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DeepType 2: Superhuman entity linking all you need is type interactions
Jonathan Raiman · 2022
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mLUKE: The power of entity representations in multilingual pretrained language models
Ryokan Ri, Ikuya Yamada, and Yoshimasa Tsuruoka · 2022
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Neural entity linking: A survey of models based on deep learning
Özge Sevgili, Artem Shelmanov, Mikhail Y. Arkhipov, Alexander Panchenko, and Chris Biemann · 2022
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Towards consistent document-level entity linking: Joint models for entity linking and coreference resolution
Klim Zaporojets, Johannes Deleu, Thomas Demeester, and Chris Develder · 2022
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EntQA: Entity linking as question answering
Wenzheng Zhang, Wenyue Hua, and Karl Stratos · 2022
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