Datasets:
Add license and task category
Browse filesThis PR adds the `license` and `task_categories` metadata to the dataset card for better discoverability and clarity. The `task_categories` is set to `text-classification` as the dataset involves classifying research papers based on their safety-related topics and language usage. The license is set to `cc-by-4.0`.
README.md
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@@ -32,9 +32,13 @@ configs:
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data_files:
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- split: train
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path: data/train-*
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---
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# The State of Multilingual LLM Safety Research: From Measuring the Language Gap to Mitigating It
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We present a comprehensive analysis of the linguistic diversity of LLM safety research, highlighting the English-centric nature of the field. Through a systematic review of nearly 300 publications from 2020–2024 across major NLP conferences and workshops at
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- **Paper:** https://arxiv.org/abs/2505.24119
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- [Beyza Ermis](https://scholar.google.com/citations?user=v2cMiCAAAAAJ&hl=en)
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- [Marzieh Fadaee](https://marziehf.github.io/)
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- [Stephen H. Bach](https://cs.brown.edu/people/sbach/)
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- [Julia Kreutzer](https://juliakreutzer.github.io/)
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data_files:
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- split: train
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path: data/train-*
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license: cc-by-4.0
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task_categories:
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- text-classification
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---
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# The State of Multilingual LLM Safety Research: From Measuring the Language Gap to Mitigating It
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We present a comprehensive analysis of the linguistic diversity of LLM safety research, highlighting the English-centric nature of the field. Through a systematic review of nearly 300 publications from 2020–2024 across major NLP conferences and workshops at *ACL, we identify a significant and growing language gap in LLM safety research, with even high-resource non-English languages receiving minimal attention.
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- **Paper:** https://arxiv.org/abs/2505.24119
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- [Beyza Ermis](https://scholar.google.com/citations?user=v2cMiCAAAAAJ&hl=en)
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- [Marzieh Fadaee](https://marziehf.github.io/)
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- [Stephen H. Bach](https://cs.brown.edu/people/sbach/)
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- [Julia Kreutzer](https://juliakreutzer.github.io/)
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