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We expose the limitation of modular multilingual language models (MLMs) in multilingual inference scenarios with unknown languages.
Language identification in the limit
E Mark Gold · 1967
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Automatic detection and language identification of multilingual documents
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mT5: A massively multilingual pre-trained text-to-text transformer
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Massive: A 1m-example multilingual natural language understanding dataset with 51 typologically-diverse languages, 2022
Jack FitzGerald, Christopher Hench, Charith Peris, Scott Mackie, Kay Rottmann, Ana Sanchez, Aaron Nash, Liam Urbach, Vishesh Kakarala, Richa Singh, Swetha Ranganath, Laurie Crist, Misha Britan, Wouter Leeuwis, Gokhan Tur, and Prem Natarajan · 2022
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IndicNLG benchmark: Multilingual datasets for diverse NLG tasks in Indic languages
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MAD-G: Multilingual adapter generation for efficient cross-lingual transfer
Alan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, Sebastian Ruder, Goran Glavaš, Ivan Vulić, and Anna Korhonen · 2021
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IndoNLG: Benchmark and resources for evaluating Indonesian natural language generation
Samuel Cahyawijaya, Genta Indra Winata, Bryan Wilie, Karissa Vincentio, Xiaohong Li, Adhiguna Kuncoro, Sebastian Ruder, Zhi Yuan Lim, Syafri Bahar, Masayu Khodra, Ayu Purwarianti, and Pascale Fung · 2021
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Aman Kumar, Himani Shrotriya, Prachi Sahu, Amogh Mishra, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Mitesh M. Khapra, and Pratyush Kumar · 2022
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Lifting the curse of multilinguality by pre-training modular transformers
Jonas Pfeiffer, Naman Goyal, Xi Lin, Xian Li, James Cross, Sebastian Riedel, and Mikel Artetxe · 2022
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Bloom: A 176b-parameter open-access multilingual language model, 2022
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Bag of tricks for efficient text classification
Armand Joulin, Edouard Grave, Piotr Bojanowski, and Tomas Mikolov · 2068
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