EPIE Dataset: A Corpus For Possible Idiomatic Expressions
Table 2: Test Results from the model trained on Formal Idioms Training Dataset. Formal Idioms Test Dataset is 25% split from the Formal Idioms Dataset. All datasets have been tested separately for All Usages and Only Idiomatic usages of potentially idiomatic expressions in sentences
['[BOLD] Test Dataset', '[BOLD] Accuracy', '[BOLD] Precision', '[BOLD] Recall']
We see that the Formal idioms test dataset gives the best results because of similarity with the training dataset. However, the model also gives good results with other independent datasets.