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The State of Multilingual AI

Sebastian Ruder

Initiatives   The Association for Computational Linguistics (ACL) has emphasized the importance of language diversity, with a special theme track at the main ACL 2022 conference on this topic. 2020) (Ahia et al., The size of the gradient circle represents the number of languages in the class.

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All Languages Are NOT Created (Tokenized) Equal

Topbots

70% of research papers published in a computational linguistics conference only evaluated English.[ I additionally use metadata from The World Atlas of Language Structures to obtain information such as language family (e.g. Association for Computational Linguistics. Association for Computational Linguistics.

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68 Summaries of Machine Learning and NLP Research

Marek Rei

They annotate a new test set of news data from 2020 and find that performance of certain models holds up very well and the field luckily hasn’t overfitted to the CoNLL 2003 test set. Computational Linguistics 2022. link] Developing a system for the detection of cognitive impairment based on linguistic features.

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ACL 2022 Highlights

Sebastian Ruder

The initiative focuses on making Computational Linguistics (CL) research accessible in 60 languages and across all modalities, including text/speech/sign language translation, closed captioning, and dubbing. We can also incorporate additional knowledge by modifying the training data, e.g., by inserting metadata strings (e.g.,

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