Fetching the paper…
Reading the bibliography…
Natural language understanding (NLU) in the context of goal-oriented dialog systems typically includes intent classification and slot labeling tasks.
Evaluation of spoken language systems: the ATIS domain
P. J. Price. 1990 · 1990
Earlier work this paper cites.
Bidirectional recurrent neural networks
Mike Schuster and Kuldip K Paliwal. 1997 · 1997
Earlier work this paper cites.
Inducing multilingual text analysis tools via robust projection across aligned corpora
David Yarowsky, Grace Ngai, and Richard Wicentowski. 2001 · 2001
Earlier work this paper cites.
A new approach for English-Chinese named entity alignment
Donghui Feng, Yajuan Lv, and Ming Zhou. 2004 · 2004
Earlier work this paper cites.
A proposal for an arabic named entity tagger leveraging a parallel corpus
Doaa Samy, Antonio Moreno, and Jose M Guirao. 2005 · 2005
Earlier work this paper cites.
Co-training for cross-lingual sentiment classification
Xiaojun Wan. 2009 · 2009
Earlier work this paper cites.
Synergy: a named entity recognition system for resource-scarce languages such as swahili using online machine translation
Rushin Shah, Bo Lin, Anatole Gershman, and Robert Frederking. 2010 · 2010
Earlier work this paper cites.
What is left to be understood in ATIS?
Gokhan Tur, Dilek Hakkani-Tür, and Larry Heck. 2010 · 2010
Earlier work this paper cites.
Building a multilingual named entity-annotated corpus using annotation projection
Maud Ehrmann, Marco Turchi, and Ralf Steinberger. 2011 · 2011
Earlier work this paper cites.
Multi-style adaptive training for robust cross-lingual spoken language understanding
Xiaodong He, Li Deng, Dilek Hakkani-Tur, and Gokhan Tur. 2013 · 2013
Earlier work this paper cites.
Token and type constraints for cross-lingual part-of-speech tagging
Oscar Täckström, Dipanjan Das, Slav Petrov, Ryan McDonald, and Joakim Nivre. 2013 · 2013
Earlier work this paper cites.
Adam: A method for stochastic optimization
Diederick P Kingma and Jimmy Ba. 2015 · 2015
Earlier work this paper cites.
Cross-lingual transfer of named entity recognizers without parallel corpora
Ayah Zirikly and Masato Hagiwara. 2015 · 2015
Cited alongside, same era.
Attention-based recurrent neural network models for joint intent detection and slot filling
Bing Liu and Ian Lane. 2016 · 2016
Cited alongside, same era.
Cross-lingual named entity recognition via wikification
Chen-Tse Tsai, Stephen Mayhew, and Dan Roth. 2016 · 2016
Cited alongside, same era.
Cheap translation for cross-lingual named entity recognition
Stephen Mayhew, Chen-Tse Tsai, and Dan Roth. 2017 · 2017
Cited alongside, same era.
Weakly supervised cross-lingual named entity recognition via effective annotation and representation projection
Jian Ni, Georgiana Dinu, and Radu Florian. 2017 · 2017
Cited alongside, same era.
Transfer learning for sequence tagging with hierarchical recurrent networks
A multi-task approach to learning multilingual representations
Karan Singla, Dogan Can, and Shrikanth Narayanan. 2018 · 2018
Later among the works it cites.
(almost) zero-shot cross-lingual spoken language understanding
Shyam Upadhyay, Manaal Faruqui, Gokhan Tur, Dilek Hakkani-Tur, and Larry Heck. 2018 · 2018
Later among the works it cites.
Neural cross-lingual named entity recognition with minimal resources
Jiateng Xie, Zhilin Yang, Graham Neubig, Noah A. Smith, and Jaime Carbonell. 2018 · 2018
Later among the works it cites.
Multilingual seq2seq training with similarity loss for cross-lingual document classification
Katherine Yu, Haoran Li, and Barlas Oguz. 2018 · 2018
Later among the works it cites.
Multi-source cross-lingual model transfer: Learning what to share
Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan, Wei Wang, and Claire Cardie. 2019 · 2019
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Zhilin Yang, Ruslan Salakhutdinov, and William W. Cohen. 2017 · 2017
Cited alongside, same era.
Adversarial deep averaging networks for cross-lingual sentiment classification
Xilun Chen, Yu Sun, Ben Athiwaratkun, Claire Cardie, and Kilian Weinberger. 2018 · 2018
Cited alongside, same era.
Zero-shot cross-lingual classification using multilingual neural machine translation
Akiko Eriguchi, Melvin Johnson, Orhan Firat, Hideto Kazawa, and Wolfgang Macherey. 2018 · 2018
Cited alongside, same era.
Slot-gated modeling for joint slot filling and intent prediction
Chih-Wen Goo, Guang Gao, Yun-Kai Hsu, Chih-Li Huo, Tsung-Chieh Chen, Keng-Wei Hsu, and Yun-Nung Chen. 2018 · 2018
Cited alongside, same era.
A multi-lingual multi-task architecture for low-resource sequence labeling
Ying Lin, Shengqi Yang, Veselin Stoyanov, and Heng Ji. 2018 · 2018
Cited alongside, same era.
Distant supervision from disparate sources for low-resource part-of-speech tagging
Barbara Plank and Željko Agić. 2018 · 2018
Cited alongside, same era.
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Later among the works it cites.
Entity projection via machine translation for cross-lingual NER
Alankar Jain, Bhargavi Paranjape, and Zachary C. Lipton. 2019 · 2019
Later among the works it cites.
How multilingual is multilingual BERT?
Telmo Pires, Eva Schlinger, and Dan Garrette. 2019 · 2019
Later among the works it cites.
Cross-lingual transfer learning for multilingual task oriented dialog
Sebastian Schuster, Sonal Gupta, Rushin Shah, and Mike Lewis. 2019 · 2019
Later among the works it cites.
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
Closest in time.
A stack-propagation framework with token-level intent detection for spoken language understanding
Libo Qin, Wanxiang Che, Yangming Li, Haoyang Wen, and Ting Liu. 2019 · 2087
Closest in time.