We adopt a batch size of 2, 2 × 256 dimension hidden state BiLSTM, SGD optimiser, and weighted cross entropy loss where y i is a ground truth label for a word at position i.ŷ i is its prediction.
the BiL-STM hidden state h t is The intuition behind SPV is that metaphoricity is identified by detecting the incongruity between a target word and its context.