Code for Event Detection with Partial Annotation
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We develop a model that treats ED as a trigger localization problem (similar to a Machine Reading Comprehension model). The runing steps are:
- Run
mrc_preprocessing.py
for preprocessing. - Run
mrc_train.py
for training with different ratios of labeled data. - Run
mrc_evaluation.py
for evaluation a particular model.
We also provide code for the model SeqBERT for training, which has a similar training steps.
partial_labeled_data.zip
contains the unlabelled event instances.