Difference between revisions of "Vectors/norlm"
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All Norwegian language models from the NorLM initiative are | All Norwegian language models from the NorLM initiative are | ||
publicly available for download from the | publicly available for download from the | ||
| − | [http://vectors.nlpl.eu/repository NLPL Vectors Repository] | + | [http://vectors.nlpl.eu/repository NLPL Vectors Repository], with a [https://creativecommons.org/licenses/by/4.0/ CC BY 4.0 license]. |
| − | + | The NorBERT model is also included with the | |
[https://huggingface.co/transformers/ Huggingface Transformers Library]. | [https://huggingface.co/transformers/ Huggingface Transformers Library]. | ||
Revision as of 08:05, 13 January 2021
Contents
Norwegian Large-scale Language Models
Welcome to the emerging collection of large-scale contextualized language models for the Norwegian language. NorLM is a joint initiative of the projects EOSC-Nordic (European Open Science Cloud) and SANT (Sentiment Analysis for Norwegian), coordinated by the Language Technology Group (LTG) at the University of Oslo.
We are working to provide these models and supporting tools for researchers and developers in Natural Language Processing (NLP) for the Norwegian language. We do so in the hope of facilitating scientific experimentation with and practical applications of state-of-the-art NLP architectures, as well as to enable others to develop their own large-scale models, for example for domain- or application-specific tasks, language variants, or even other languages than Norwegian.
Available Models
At this initial stage of development, Norwegian models for two common architecture variants are available:
We emphatically welcome all kinds of user feedback, including of course suggestions for improvement or suggestions for additional types of Norwegian contextualized language models or associated tools. Please contact us via the NorLM technical coordinator, Andrey Kutuzov.
License and Access
All Norwegian language models from the NorLM initiative are publicly available for download from the NLPL Vectors Repository, with a CC BY 4.0 license. The NorBERT model is also included with the Huggingface Transformers Library.
To receive announcements of updates and availability of additional models, please self-subscribe to our very low-traffic NorLM mailing list.
Acknowledgements
The NorLM resources are being developed on the Norwegian national supercomputing services operated by UNINETT Sigma2, the National Infrastructure for High Performance Computing and Data Storage in Norway. Software provisioning was financially supported through the European EOSC-Nordic project; data preparation and evaluation were supported by the Norwegian SANT project. We are indebted to all funding agencies involved, the University of Oslo, and the Norwegian tax payer.
