@proceedings{mrl-2021-multilingual,
    title = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.0/"
}
@inproceedings{winata-etal-2021-language,
    title = "Language Models are Few-shot Multilingual Learners",
    author = "Winata, Genta Indra  and
      Madotto, Andrea  and
      Lin, Zhaojiang  and
      Liu, Rosanne  and
      Yosinski, Jason  and
      Fung, Pascale",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.1/",
    doi = "10.18653/v1/2021.mrl-1.1",
    pages = "1--15"
}
@inproceedings{wada-etal-2021-learning,
    title = "Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora",
    author = "Wada, Takashi  and
      Iwata, Tomoharu  and
      Matsumoto, Yuji  and
      Baldwin, Timothy  and
      Lau, Jey Han",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.2/",
    doi = "10.18653/v1/2021.mrl-1.2",
    pages = "16--31"
}
@inproceedings{bassani-etal-2021-clustering,
    title = "Clustering Monolingual Vocabularies to Improve Cross-Lingual Generalization",
    author = "Bassani, Riccardo  and
      S{\o}gaard, Anders  and
      Deoskar, Tejaswini",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.3/",
    doi = "10.18653/v1/2021.mrl-1.3",
    pages = "32--40"
}
@inproceedings{woller-etal-2021-neglect,
    title = "Do not neglect related languages: The case of low-resource {O}ccitan cross-lingual word embeddings",
    author = "Woller, Lisa  and
      Hangya, Viktor  and
      Fraser, Alexander",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.4/",
    doi = "10.18653/v1/2021.mrl-1.4",
    pages = "41--50"
}
@inproceedings{chau-smith-2021-specializing,
    title = "Specializing Multilingual Language Models: An Empirical Study",
    author = "Chau, Ethan C.  and
      Smith, Noah A.",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.5/",
    doi = "10.18653/v1/2021.mrl-1.5",
    pages = "51--61"
}
@inproceedings{phung-etal-2021-learning,
    title = "Learning Cross-lingual Representations for Event Coreference Resolution with Multi-view Alignment and Optimal Transport",
    author = "Phung, Duy  and
      Minh Tran, Hieu  and
      Nguyen, Minh Van  and
      Nguyen, Thien Huu",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.6/",
    doi = "10.18653/v1/2021.mrl-1.6",
    pages = "62--73"
}
@inproceedings{gupta-2021-multilingual,
    title = "Multilingual and Multilabel Emotion Recognition using Virtual Adversarial Training",
    author = "Gupta, Vikram",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.7/",
    doi = "10.18653/v1/2021.mrl-1.7",
    pages = "74--85"
}
@inproceedings{k-etal-2021-analyzing,
    title = "Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance",
    author = "K, Karthikeyan  and
      Sathe, Aalok  and
      Aditya, Somak  and
      Choudhury, Monojit",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.8/",
    doi = "10.18653/v1/2021.mrl-1.8",
    pages = "86--95"
}
@inproceedings{cserhati-berend-2021-identifying,
    title = "Identifying the Importance of Content Overlap for Better Cross-lingual Embedding Mappings",
    author = "Cserh{\'a}ti, R{\'e}ka  and
      Berend, G{\'a}bor",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.9/",
    doi = "10.18653/v1/2021.mrl-1.9",
    pages = "96--106"
}
@inproceedings{rezaee-etal-2021-cross,
    title = "On the Cross-lingual Transferability of Contextualized Sense Embeddings",
    author = "Rezaee, Kiamehr  and
      Loureiro, Daniel  and
      Camacho-Collados, Jose  and
      Pilehvar, Mohammad Taher",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.10/",
    doi = "10.18653/v1/2021.mrl-1.10",
    pages = "107--115"
}
@inproceedings{ogueji-etal-2021-small,
    title = "Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages",
    author = "Ogueji, Kelechi  and
      Zhu, Yuxin  and
      Lin, Jimmy",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.11/",
    doi = "10.18653/v1/2021.mrl-1.11",
    pages = "116--126"
}
@inproceedings{zhang-etal-2021-mr,
    title = "Mr. {T}y{D}i: A Multi-lingual Benchmark for Dense Retrieval",
    author = "Zhang, Xinyu  and
      Ma, Xueguang  and
      Shi, Peng  and
      Lin, Jimmy",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.12/",
    doi = "10.18653/v1/2021.mrl-1.12",
    pages = "127--137"
}
@inproceedings{alberts-etal-2021-visualsem,
    title = "{V}isual{S}em: a high-quality knowledge graph for vision and language",
    author = "Alberts, Houda  and
      Huang, Ningyuan  and
      Deshpande, Yash  and
      Liu, Yibo  and
      Cho, Kyunghyun  and
      Vania, Clara  and
      Calixto, Iacer",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.13/",
    doi = "10.18653/v1/2021.mrl-1.13",
    pages = "138--152"
}
@inproceedings{patil-etal-2021-vyakarana,
    title = "{V}y{\={a}}karana: {A} Colorless Green Benchmark for Syntactic Evaluation in Indic Languages",
    author = "Patil, Rajaswa  and
      Dhillon, Jasleen  and
      Mahurkar, Siddhant  and
      Kulkarni, Saumitra  and
      Malhotra, Manav  and
      Baths, Veeky",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.14/",
    doi = "10.18653/v1/2021.mrl-1.14",
    pages = "153--165"
}
@inproceedings{jegadeesan-etal-2021-improving,
    title = "Improving the Diversity of Unsupervised Paraphrasing with Embedding Outputs",
    author = "Jegadeesan, Monisha  and
      Kumar, Sachin  and
      Wieting, John  and
      Tsvetkov, Yulia",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.15/",
    doi = "10.18653/v1/2021.mrl-1.15",
    pages = "166--175"
}
@inproceedings{prasad-etal-2021-effectiveness,
    title = "The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding",
    author = "Prasad, Archiki  and
      Rehan, Mohammad Ali  and
      Pathak, Shreya  and
      Jyothi, Preethi",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.16/",
    doi = "10.18653/v1/2021.mrl-1.16",
    pages = "176--190"
}
@inproceedings{taktasheva-etal-2021-shaking,
    title = "Shaking Syntactic Trees on the Sesame Street: Multilingual Probing with Controllable Perturbations",
    author = "Taktasheva, Ekaterina  and
      Mikhailov, Vladislav  and
      Artemova, Ekaterina",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.17/",
    doi = "10.18653/v1/2021.mrl-1.17",
    pages = "191--210"
}
@inproceedings{krishnan-etal-2021-multilingual,
    title = "Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling",
    author = "Krishnan, Jitin  and
      Anastasopoulos, Antonios  and
      Purohit, Hemant  and
      Rangwala, Huzefa",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.18/",
    doi = "10.18653/v1/2021.mrl-1.18",
    pages = "211--223"
}
@inproceedings{kim-etal-2021-analysis,
    title = "Analysis of Zero-Shot Crosslingual Learning between {E}nglish and {K}orean for Named Entity Recognition",
    author = "Kim, Jongin  and
      Choi, Nayoung  and
      Lim, Seunghyun  and
      Kim, Jungwhan  and
      Chung, Soojin  and
      Woo, Hyunsoo  and
      Song, Min  and
      Choi, Jinho D.",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.19/",
    doi = "10.18653/v1/2021.mrl-1.19",
    pages = "224--237"
}
@inproceedings{cooper-stickland-murray-2021-regularising,
    title = "Regularising Fisher Information Improves Cross-lingual Generalisation",
    author = "Cooper Stickland, Asa  and
      Murray, Iain",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.20/",
    doi = "10.18653/v1/2021.mrl-1.20",
    pages = "238--241"
}
@inproceedings{sawhney-etal-2021-dmix,
    title = "{DM}ix: Distance Constrained Interpolative Mixup",
    author = "Sawhney, Ramit  and
      Thakkar, Megh  and
      Pandit, Shrey  and
      Mukherjee, Debdoot  and
      Flek, Lucie",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.21/",
    doi = "10.18653/v1/2021.mrl-1.21",
    pages = "242--244"
}
@inproceedings{thakkar-etal-2021-sequence,
    title = "Sequence Mixup for Zero-Shot Cross-Lingual Part-Of-Speech Tagging",
    author = "Thakkar, Megh  and
      Shah, Vishwa  and
      Sawhney, Ramit  and
      Mukherjee, Debdoot",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.22/",
    doi = "10.18653/v1/2021.mrl-1.22",
    pages = "245--247"
}
@inproceedings{goldman-tsarfaty-2021-well,
    title = "Well-Defined Morphology is Sentence-Level Morphology",
    author = "Goldman, Omer  and
      Tsarfaty, Reut",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.23/",
    doi = "10.18653/v1/2021.mrl-1.23",
    pages = "248--250"
}
@inproceedings{shi-etal-2021-cross,
    title = "Cross-Lingual Training of Dense Retrievers for Document Retrieval",
    author = "Shi, Peng  and
      Zhang, Rui  and
      Bai, He  and
      Lin, Jimmy",
    editor = "Ataman, Duygu  and
      Birch, Alexandra  and
      Conneau, Alexis  and
      Firat, Orhan  and
      Ruder, Sebastian  and
      Sahin, Gozde Gul",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Representation Learning",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2021.mrl-1.24/",
    doi = "10.18653/v1/2021.mrl-1.24",
    pages = "251--253"
}