Soft Gazetteers for Low-Resource Named Entity Recognition

Introduction to the CoNLL-2003 shared task: Language-independent named entity recognition

Erik F. Tjong Kim Sang and Fien De Meulder. 2003 · 2003

Earlier work this paper cites.

Design challenges and misconceptions in named entity recognition

Lev Ratinov and Dan Roth. 2009 · 2009

Earlier work this paper cites.

Evaluating entity linking with wikipedia

Ben Hachey, Will Radford, Joel Nothman, Matthew Honnibal, and James R Curran. 2013 · 2013

Earlier work this paper cites.

Bidirectional LSTM-CRF models for sequence tagging

Original

Zhiheng Huang, Wei Xu, and Kai Yu. 2015 · 2015

Earlier work this paper cites.

Neural architectures for named entity recognition

Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, and Chris Dyer. 2016 · 2016

Earlier work this paper cites.

End-to-end sequence labeling via bi-directional LSTM-CNNs-CRF

Xuezhe Ma and Eduard Hovy. 2016 · 2016

Earlier work this paper cites.

LORELEI language packs: Data, tools, and resources for technology development in low resource languages

Stephanie Strassel and Jennifer Tracey. 2016 · 2016

Cited alongside, same era.

Charagram: Embedding words and sentences via character n-grams

John Wieting, Mohit Bansal, Kevin Gimpel, and Karen Livescu. 2016 · 2016

Cited alongside, same era.

Low-resource named entity recognition with cross-lingual, character-level neural conditional random fields

Ryan Cotterell and Kevin Duh. 2017 · 2017

Cited alongside, same era.

Dynet: The dynamic neural network toolkit

Original

Graham Neubig, Chris Dyer, Yoav Goldberg, Austin Matthews, Waleed Ammar, Antonios Anastasopoulos, Miguel Ballesteros, David Chiang, Daniel Clothiaux, Trevor Cohn, Kevin Duh, Manaal Faruqui, Cynthia Gan, Dan Garrette, Yangfeng Ji, Lingpeng Kong, Adhiguna Kuncoro, Gaurav Kumar, Chaitanya Malaviya, Paul Michel, Yusuke Oda, Matthew Richardson, Naomi Saphra, Swabha Swayamdipta, and Pengcheng Yin. 2017 · 2017

Cited alongside, same era.

Neural cross-lingual entity linking

Avirup Sil, Gourab Kundu, Radu Florian, and Wael Hamza. 2018 · 2018

Evaluating the utility of hand-crafted features in sequence labelling

Minghao Wu, Fei Liu, and Trevor Cohn. 2018 · 2018

Later among the works it cites.

Cross-lingual NIL entity clustering for low-resource languages

Kevin Blissett and Heng Ji. 2019 · 2019

Later among the works it cites.

Cross-lingual multi-level adversarial transfer to enhance low-resource name tagging

Lifu Huang, Heng Ji, and Jonathan May. 2019 · 2019

Later among the works it cites.

Zero-shot neural transfer for cross-lingual entity linking

Shruti Rijhwani, Jiateng Xie, Graham Neubig, and Jaime Carbonell. 2019 · 2019

Later among the works it cites.

Improving candidate generation for low-resource cross-lingual entity linking

Original

Shuyan Zhou, Shruti Rijhwani, John Wieting, Jaime Carbonell, and Graham Neubig. 2020 · 2020

Closest in time.