Xuan Ouyang, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian, Hua Wu, and Haifeng Wang. ERNIE-M: Enhanced multilingual representation by aligning cross-lingual semantics with monolingual corpora. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, pages 27–38, Online and Punta Cana, Dominican Republic, November 2021. Association for Computational Linguistics. doi: 10.18653/v1/2021.emnlp-main.3. URL https://aclanthology.org/2021.emnlp-main.3.
Serge Sharoff Pierre Zweigenbaum and Reinhard Rapp. Overview of the third bucc shared task: Spotting parallel sentences in comparable corpora. In Reinhard Rapp, Pierre Zweigenbaum, and Serge Sharoff, editors, Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018), Paris, France, may 2018. European Language Resources Association (ELRA). ISBN 979-10-95546-07-8.
Edoardo Maria Ponti, Goran Glavaš, Olga Majewska, Qianchu Liu, Ivan Vulić, and Anna Korhonen. XCOPA: A multilingual dataset for causal commonsense reasoning. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 2362-2376, Online, November 2020. Association for Computational Linguistics. doi: 10.18653/v1/2020.emnlp-main.185. URL https://aclanthology.org/2020.emnlp-main.185.
Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, and Percy Liang. SQuAD: 100,000+ questions for machine comprehension of text. In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, pages 2383-2392, Austin, Texas, November 2016. Association for Computational Linguistics. doi: 10.18653/v1/D16-1264. URL https://aclanthology.org/D16-1264.
Nils Reimers and Iryna Gurevych. Making monolingual sentence embeddings multilingual using knowledge distillation. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 4512-4525, Online, November 2020. Association for Computational Linguistics. doi: 10.18653/v1/2020.emnlp-main.365. URL https://aclanthology.org/2020.emnlp-main.365.
Uma Roy, Noah Constant, Rami Al-Rfou, Aditya Barua, Aaron Phillips, and Yinfei Yang. LAReQA: Language-agnostic answer retrieval from a multilingual pool. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 5919-5930, Online, November 2020. Association for Computational Linguistics. doi: 10.18653/v1/2020.emnlp-main.477. URL https://aclanthology.org/2020.emnlp-main.477.
Sebastian Ruder, Noah Constant, Jan Botha, Aditya Siddhant, Orhan First, Jinlan Fu, Pengfei Liu, Junjie Hu, Dan Garrette, Graham Neubig, and Melvin Johnson. XTREME-R: Towards more challenging and nuanced multilingual evaluation. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, pages 10215-10245, Online and Punta Cana, Dominican Republic, November 2021. Association for Computational Linguistics. doi: 10.18653/v1/2021.emnlp-main.802. URL https://aclanthology.org/2021.emnlp-main.802.
Maarten Sap, Hannah Rashkin, Derek Chen, Ronan Le Bras, and Yejin Choi. Social IQa: Commonsense reasoning about social interactions. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), pages 4463-4473, Hong Kong, China, November 2019. Association for Computational Linguistics. doi: 10.18653/v1/D19-1454. URL https://aclanthology.org/D19-1454.
Nikunj Saunshi, Orestis Plevrakis, Sanjeev Arora, Mikhail Khodak, and Hrishikesh Khandeparkar. A theoretical analysis of contrastive unsupervised representation learning. In International Conference on Machine Learning, pages 5628-5637. PMLR, 2019.
Holger Schwenk, Guillaume Wenzek, Sergey Edunov, Edouard Grave, Armand Joulin, and Angela Fan. CCMatrix: Mining billions of high-quality parallel sentences on the web. In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), pages 6490-6500, Online, August 2021. Association for Computational Linguistics. doi: 10.18653/v1/2021.acl-long.507. URL https://aclanthology.org/2021.acl-long.507.