We present NorBench: a streamlined suite of NLP tasks and probes for evaluating Norwegian language models (LMs) on standardized data splits and evaluation metrics. We also introduce a range of new Norwegian language models (both encoder and encoder-decoder based). Finally, we compare and analyze their performance, along with other existing LMs, across the different benchmark tests of NorBench.
NorBench -- A Benchmark for Norwegian Language Models
NorBench evaluates Norwegian language models using standardized tasks and metrics, introduces new encoder and encoder-decoder models, and compares their performance against existing models.
- Year
- 2023
- Venue
- arXiv 2023
- Authors
- 8
- Hosting
- Abstract onlyARXIV-DEFAULT
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- Abstract & full text
- arxiv.org/abs/2305.03880ARXIV-DEFAULT
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