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2024-10-30 08:03:22

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Open Graph

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Workshop on Multilingual Multimodal Learning

description

Co-located with ACL 2022

image

site name

Workshop on Multilingual Multimodal Learning

author

updated

2026-02-20 11:01:57

raw text

Workshop on Multilingual Multimodal Learning | Co-located with ACL 2022 Workshop on Multilingual Multimodal Learning Co-located with ACL 2022 About Submit Schedule Accepted Papers Shared Task About Multilingual multimodal research focuses on collecting resources, developing models, and evaluating systems that need to jointly reason over multilingual text and multimodal inputs, including images, videos, texts, and knowledge bases. Multilingual multimodal NLP presents new and unique challenges. First, it is one of the areas that suffer the most from language imbalance issues. Texts in most multimodal datasets are usually only available in high-resource languages. Second, multilingual multimodal research provides opportunities to investigate culture-related phenomena. On top of the language imbalance issue in text-based corpora and models, the data of additional modalities (e.g. images or videos) are mostly collected from North American and Western European sources (and ...

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