lingsoft/kb-bert-ner-sv repository overview

⁠ELG API for BERT base fine-tuned for Swedish NER

ELG compatible⁠ Flask based REST API for the BERT base fine-tuned for Swedish NER.

⁠Deploying the service

docker run -d -p <port>:8000 --init --memory="2g" --restart always lingsoft/kb-bert-ner-sv:<tagname>

⁠Usage

curl -d '{"type":"text","content":"Engelbert tar Volvon till Tele2 Arena för att titta på Djurgården IF som spelar fotboll i VM klockan två på kvällen."}' -H "Content-Type: application/json" -X POST http://<host>:<port>/process

⁠Authors

⁠Original authors

The original author of the fine-tuned model is The National Library of Sweden / KBLab⁠, models are published under CC0 license.

⁠ELG API integration

The ELG API was developed by Lingsoft⁠ as part of the Connecting Europe Facility (CEF) project Microservices at your service: bridging the gap between NLP research and industry⁠

Source code⁠

⁠License

Apache 2.0