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gsap-ner's Introduction

GSAP-NER Data and code

Find here:

  • dataset (incl. predictions of our compared models)
  • training scripts and configs
  • inference scripts and configs
  • evaluation notebooks

Install

Use GPU

  • To use gpu support

install with pip

  • pip install . without any torch backend. Manual installation of pytorch is needed
  • pip install .[TORCH] with the cuda version defined in

Usage:

  • Start training a model using the gsap-ner-train script and a config file.
  • With an optional second parameter you can set the gpu cores to use (e.g. "0,2")
  • Example: gsap-ner-train train/configs/gsap-scideberta.yaml
  • Feel free to write your own config files

gsap-ner's People

Contributors

ottowg avatar

Stargazers

Andres Nigenda avatar Wada Kazuhiro avatar ProgrammerUnknown avatar 爱可可-爱生活 avatar Shahrukh Khan avatar Chenghao Mou avatar Stefan Schweter avatar Tom Aarsen avatar

Watchers

 avatar

Forkers

tomaarsen

gsap-ner's Issues

Data license

Hello!

I've been looking forward to the code & data release for this project. I understand that the paper mentions some challenges before models trained on this dataset can be effectively used in production settings, but despite that, I would like to know what the license of the dataset is. That way, I can already produce some models for the wider open source community to use, and forward any licensing questions to here.

Thank you for your work!

  • Tom Aarsen

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