Papers with Norwegian language
NorEval: A Norwegian Language Understanding and Generation Evaluation Benchmark (2025.findings-acl)
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Vladislav Mikhailov, Tita Enstad, David Samuel, Hans Christian Farsethås, Andrey Kutuzov, Erik Velldal, Lilja Øvrelid
| Challenge: | NorEval is a new evaluation suite for large-scale standardized benchmarking of Norwegian generative language models (LMs). |
| Approach: | They propose a new evaluation suite for large-scale standardized benchmarking of Norwegian generative language models (LMs) NorEval consists of 24 high-quality human-created datasets, of which five are created from scratch. |
| Outcome: | The evaluation framework and materials are publicly available. |
The Norwegian Colossal Corpus: A Text Corpus for Training Large Norwegian Language Models (2022.lrec-1)
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| Challenge: | Norwegian is one of many languages lacking sufficient textual data to train quality language models. |
| Approach: | They propose to release 49GB of clean Norwegian textual data containing over 7B words . they hope to foster the creation of better Norwegian language models and multilingual language models . |
| Outcome: | The Norwegian Colossal Corpus (NCC) contains 49GB of clean Norwegian textual data containing over 7B words. |
Estimating Lexical Complexity from Document-Level Distributions (2024.lrec-main)
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| Challenge: | Existing methods for complexity estimation are limited to entire documents . health assessment tools are too short for existing methods to apply . |
| Approach: | They propose a two-step approach for estimating lexical complexity that does not rely on pre-annotated data. |
| Outcome: | The proposed method is tested on the Norwegian language and compares with other assessment tools. |