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NarrativeAnnotation: GNorm2 integration #286

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HermannKroll opened this issue Jun 18, 2024 · 0 comments
Open

NarrativeAnnotation: GNorm2 integration #286

HermannKroll opened this issue Jun 18, 2024 · 0 comments
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@HermannKroll
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HermannKroll commented Jun 18, 2024

PubTator has updated its annotation tool. There is a successor for GNormPlus, called GNorm2. Before we replace GNormPlus, we should answer the following questions:

  • How easy is the replacement? So what has to be changed in our pipeline?
  • How fast ist GNorm2? It uses transformers (language models). We should test its performance on CPU and GPU (our mining server only has a CPU)

It seems that GNorm2 is written in Python. However, I would not directly integrate the code into our system because of requirement conflicts and a huge bunch of additional requirements. It could be a good idea to implement it by starting it via a subprocess and an additional Python environment (we did something similar for OpenIE 6 in our extraction toolbox).

Code:
https://github.com/ncbi/GNorm2

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