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We present a task of multilingual linking of events to a knowledge base.
Massively multilingual neural machine translation in the wild: Findings and challenges
N. Arivazhagan, Ankur Bapna, Orhan Firat, Dmitry Lepikhin, Melvin Johnson, Maxim Krikun, Mia Xu Chen, Yuan Cao, George F. Foster, Colin Cherry, Wolfgang Macherey, Z. Chen, and Yonghui Wu. 2019 · 1907
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Okapi at trec-3
Stephen E. Robertson, Steve Walker, Susan Jones, Micheline Hancock-Beaulieu, and Mike Gatford. 1994 · 1994
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Using encyclopedic knowledge for named entity disambiguation
Razvan Bunescu and Marius Paşca. 2006 · 2006
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Wikify! linking documents to encyclopedic knowledge
Rada Mihalcea and Andras Csomai. 2007 · 2007
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Transforming Wikipedia into named entity training data
Joel Nothman, James R. Curran, and Tara Murphy. 2008 · 2008
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Knowledge base population: Successful approaches and challenges
Heng Ji and Ralph Grishman. 2011 · 2011
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Event linking: Grounding event reference in a news archive
Joel Nothman, Matthew Honnibal, Ben Hachey, and James R. Curran. 2012 · 2012
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Linking named entities to any database
Avirup Sil, Ernest Cronin, Penghai Nie, Yinfei Yang, Ana-Maria Popescu, and Alexander Yates. 2012 · 2012
Earlier work this paper cites.
Wikilinks: A large-scale cross-document coreference corpus labeled via links to wikipedia
Sameer Singh, Amarnag Subramanya, Fernando Pereira, and Andrew McCallum. 2012 · 2012
Earlier work this paper cites.
OntoNotes Release 5.0
Ralph Weischedel, Martha Palmer, Mitchell Marcus, Eduard Hovy, Sameer Pradhan, Lance Ramshaw, Nianwen Xue, Ann Taylor, Jeff Kaufman, Michelle Franchini, Mohammed El-Bachouti, Robert Belvin, and Ann Houston. 2013 · 2013
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WikiExtractor
Giusepppe Attardi. 2015 · 2015
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A baseline temporal tagger for all languages
Jannik Strötgen and Michael Gertz. 2015 · 2015
Cited alongside, same era.
MEANTIME, the NewsReader multilingual event and time corpus
Anne-Lyse Minard, Manuela Speranza, Ruben Urizar, Begoña Altuna, Marieke van Erp, Anneleen Schoen, and Chantal van Son. 2016 · 2016
Cited alongside, same era.
Named entity disambiguation for noisy text
Yotam Eshel, Noam Cohen, Kira Radinsky, Shaul Markovitch, Ikuya Yamada, and Omer Levy. 2017 · 2017
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XNLI: Evaluating cross-lingual sentence representations
Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel Bowman, Holger Schwenk, and Veselin Stoyanov. 2018 · 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 · 2019
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Pytorch-biggraph: A large scale graph embedding system
TyDi QA: A benchmark for information-seeking question answering in typologically diverse languages
Jonathan H. Clark, Eunsol Choi, Michael Collins, Dan Garrette, Tom Kwiatkowski, Vitaly Nikolaev, and Jennimaria Palomaki. 2020 · 2020
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Unsupervised cross-lingual representation learning at scale
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, and Veselin Stoyanov. 2020 · 2020
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The state and fate of linguistic diversity and inclusion in the NLP world
Pratik Joshi, Sebastin Santy, Amar Budhiraja, Kalika Bali, and Monojit Choudhury. 2020 · 2020
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Transformers: State-of-the-art natural language processing
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Remi Louf, Morgan Funtowicz, Joe Davison, Sam Shleifer, Patrick von Platen, Clara Ma, Yacine Jernite, Julien Plu, Canwen Xu, Teven Le Scao, Sylvain Gugger, Mariama Drame, Quentin Lhoest, and Alexander Rush. 2020 · 2020
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Scalable zero-shot entity linking with dense entity retrieval
Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, and Luke Zettlemoyer. 2020 · 2020
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Adam Lerer, Ledell Wu, Jiajun Shen, Timothee Lacroix, Luca Wehrstedt, Abhijit Bose, and Alex Peysakhovich. 2019 · 2019
Cited alongside, same era.
Barack’s wife hillary: Using knowledge graphs for fact-aware language modeling
Robert Logan, Nelson F. Liu, Matthew E. Peters, Matt Gardner, and Sameer Singh. 2019 · 2019
Cited alongside, same era.
Zero-shot entity linking by reading entity descriptions
Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Jacob Devlin, and Honglak Lee. 2019 · 2019
Cited alongside, same era.
Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter. 2019 · 2019
Cited alongside, same era.
Entity Linking in 100 Languages
Jan A. Botha, Zifei Shan, and Daniel Gillick. 2020 · 2020
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Rank-BM25: A Collection of BM25 Algorithms in Python
Dorian Brown. 2020 · 2020
Cited alongside, same era.
Lower-bounding term frequency normalization
Yuanhua Lv and ChengXiang Zhai. 2011a
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XOR QA: Cross-lingual open-retrieval question answering
Akari Asai, Jungo Kasai, Jonathan Clark, Kenton Lee, Eunsol Choi, and Hannaneh Hajishirzi. 2021 · 2021
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Grounding ‘grounding’ in NLP
Khyathi Raghavi Chandu, Yonatan Bisk, and Alan W Black. 2021 · 2021
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WEC: Deriving a large-scale cross-document event coreference dataset from Wikipedia
Alon Eirew, Arie Cattan, and Ido Dagan. 2021 · 2021
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Cross-document event identity via dense annotation
Adithya Pratapa, Zhengzhong Liu, Kimihiro Hasegawa, Linwei Li, Yukari Yamakawa, Shikun Zhang, and Teruko Mitamura. 2021 · 2021
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XTREME-R: Towards more challenging and nuanced multilingual evaluation
Sebastian Ruder, Noah Constant, Jan Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Dan Garrette, Graham Neubig, and Melvin Johnson. 2021 · 2021
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Event Linking: Grounding Event Mentions to Wikipedia
Xiaodong Yu, Wenpeng Yin, Nitish Gupta, and Dan Roth. 2021 · 2021
Later among the works it cites.