lingsoft/utu-bert-ner-fi repository overview

⁠FinBERT NER

ELG compatible⁠ Flask based REST API for Finnish NER⁠.

⁠Deploying the service

docker run -d -p <port>:8000 --init lingsoft/utu-bert-ner-fi:<tagname>

Note: images with elg in tag are ELG compatible.

⁠Usage

Simple test call for ELG version (Note: slow startup time)

curl -X POST -H 'Content-Type: application/json' http://localhost:8000/process -d '{"type":"text","content":"Vuonna 1978 Pauli asui Turussa."}'

Standard version

curl -X POST localhost:8000 -d 'text=Vuonna 1978 Pauli asui Turussa'

More information: ELG version⁠ and standard version⁠ (branch dockerized).

⁠Authors

⁠Original authors

Original authors are Jouni Luoma, Miika Oinonen, Maria Pyykönen, Veronika Laippala, Sampo Pyysalo. 2020. A Broad-coverage Corpus for Finnish Named Entity Recognition. In Proceedings of The 12th Language Resources and Evaluation Conference (LREC’2020⁠). Source code⁠ is published under MIT 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

⁠License

MIT