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The paper introduces methods of adaptation of multilingual masked language models for a specific language.
Efficient estimation of word representations in vector space
Mikolov, T., Chen, K., Corrado, G., and Dean, J. (2013) · 2013
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Neural machine translation by jointly learning to align and translate
Bahdanau, D., Cho, K., and Bengio, Y. (2014) · 2014
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Semi-supervised sequence learning
Dai, A. M. and Le, Q. V. (2015) · 2015
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Effective approaches to attention-based neural machine translation
Luong, M.-T., Pham, H., and Manning, C. D. (2015) · 2015
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Neural machine translation of rare words with subword units
Sennrich, R., Haddow, B., and Birch, A. (2015) · 2015
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Squad: 100,000+ questions for machine comprehension of text
Rajpurkar, P., Zhang, J., Lopyrev, K., and Liang, P. (2016) · 2016
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Bidirectional attention flow for machine comprehension
Seo, M., Kembhavi, A., Farhadi, A., and Hajishirzi, H. (2016) · 2016
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Reinforced mnemonic reader for machine reading comprehension
Hu, M., Peng, Y., Huang, Z., Qiu, X., Wei, F., and Zhou, M. (2017) · 2017
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Paraphrase detection using machine translation and textual similarity algorithms
Kravchenko, D. (2017) · 2017
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Paraphraser: Russian paraphrase corpus and shared task
Pivovarova, L., Pronoza, E., Yagunova, E., and Pronoza, A. (2017) · 2017
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Attention is all you need
Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, Ł., and Polosukhin, I. (2017) · 2017
Cited alongside, same era.
Deeppavlov: Open-source library for dialogue systems
Burtsev, M., Seliverstov, A., Airapetyan, R., Arkhipov, M., Baymurzina, D., Bushkov, N., Gureenkova, O., Khakhulin, T., Kuratov, Y., Kuznetsov, D., et al. (2018) · 2018
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Bert: Pre-training of deep bidirectional transformers for language understanding
Devlin, J., Chang, M.-W., Lee, K., and Toutanova, K. (2018) · 2018
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Polyglot semantic role labeling
Mulcaire, P., Swayamdipta, S., and Smith, N. (2018) · 2018
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Deep contextualized word representations
Peters, M. E., Neumann, M., Iyyer, M., Gardner, M., Clark, C., Lee, K., and Zettlemoyer, L. (2018) · 2018
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Rusentiment: An enriched sentiment analysis dataset for social media in russian
Rogers, A., Romanov, A., Rumshisky, A., Volkova, S., Gronas, M., and Gribov, A. (2018) · 2018
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Gated self-matching networks for reading comprehension and question answering
Wang, W., Yang, N., Wei, F., Chang, B., and Zhou, M. (2017) · 2017
Cited alongside, same era.