LAReQA: Language-agnostic answer retrieval from a multilingual pool

XLDA: Cross-lingual data augmentation for natural language inference and question answering

Original

Jasdeep Singh, Bryan McCann, Nitish Shirish Keskar, Caiming Xiong, and Richard Socher. 2019 · 1905

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Multilingual universal sentence encoder for semantic retrieval

Original

Yinfei Yang, Daniel Cer, Amin Ahmad, Mandy Guo, Jax Law, Noah Constant, Gustavo Hernandez Abrego, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, and Ray Kurzweil. 2019a · 1907

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Evaluating the cross-lingual effectiveness of massively multilingual neural machine translation

Original

Aditya Siddhant, Ankur Bapna, Henry Tsai, Jason Riesa, Karthik Raman, Melvin Johnson, Naveen Ari, and Orhan Firat. 2020 · 1909

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On the cross-lingual transferability of monolingual representations

Original

Mikel Artetxe, Sebastian Ruder, and Dani Yogatama. 2019 · 1910

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MLQA: Evaluating cross-lingual extractive question answering

Original

Patrick Lewis, Barlas Oğuz, Ruty Rinott, Sebastian Riedel, and Holger Schwenk. 2019 · 1910

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Unsupervised cross-lingual representation learning at scale

Original

Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1911

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XTREME: A massively multilingual multi-task benchmark for evaluating cross-lingual generalization

Original

Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, and Melvin Johnson. 2020 · 2003

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Thoughts on word and sentence segmentation in Thai

Wirote Aroonmanakun. 2007 · 2007

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SQuAD: 100,000+ questions for machine comprehension of text

Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, and Percy Liang. 2016 · 2016

Cited alongside, same era.

Efficient natural language response suggestion for smart reply

Original

Matthew Henderson, Rami Al-Rfou, Brian Strope, Yun-Hsuan Sung, László Lukács, Ruiqi Guo, Sanjiv Kumar, Balint Miklos, and Ray Kurzweil. 2017 · 2017

Cited alongside, same era.

Overview of the second BUCC shared task: Spotting parallel sentences in comparable corpora

Pierre Zweigenbaum, Serge Sharoff, and Reinhard Rapp. 2017 · 2017

Cited alongside, same era.

XNLI: Evaluating cross-lingual sentence representations

Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel Bowman, Holger Schwenk, and Veselin Stoyanov. 2018 · 2018

Cited alongside, same era.

End-to-end retrieval in continuous space

Original

Daniel Gillick, Alessandro Presta, and Gaurav Singh Tomar. 2018 · 2018

Cross-lingual language model pretraining

Alexis Conneau and Guillaume Lample. 2019 · 2019

Later among the works it cites.

BERT: Pre-training of deep bidirectional transformers for language understanding

Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019

Later among the works it cites.

How to (properly) evaluate cross-lingual word embeddings: On strong baselines, comparative analyses, and some misconceptions

Goran Glavaš, Robert Litschko, Sebastian Ruder, and Ivan Vulić. 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.

Beto, Bentz, Becas: The surprising cross-lingual effectiveness of BERT

Shijie Wu and Mark Dredze. 2019 · 2019

Later among the works it cites.

PAWS-X: A cross-lingual adversarial dataset for paraphrase identification