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GloBERTise-eval

Contains parts of nlp-binary-event-detection to evaluate different pre-trained GloBERTise models

Model mapping

Models are referred to differently in this code than on Huggingface. Models were renamed on Huggingface to give the best performing model the most approachable name.

Huggingface Code
GloBERTise-v01 globertise
GloBERTise-v01-rerun globertisererun
GloBERTise globertisev02
GloBERTise-rerun globertisev02rerun

Evaluation

This repo contains code to parse the predictions made by the four different models on a token level binary event detection task. The code that was used to finetune the models is in this repo. This repo contains all predictions that were made with the finetuned models and code to analyse them. For more info on different datasplits and different seeds, see the readme of the beforementioned repo.

Overview of scores on binary event detection

Screenshot 2025-06-07 at 10 18 01

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Contains parts of nlp-binary-event-detection to evaluate different pre-trained GloBERTise models

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