A Joint Approach to Compound Splitting and Idiomatic Compound Detection
Table 4: Performance of idiomatic compounds detection
['[BOLD] Model', '[ITALIC] F1 [BOLD] -score']
A simple model that always predicts that the word is idiomatic is referred to as Dummy model. It can be seen that classification models with pre-trained word embeddings perform significantly better than the Dummy model.