Beyond Characters: Subword-level Morpheme Segmentation

Benchmark Model Rank Results
morpheme-segmentaiton-on-unimorph-4-0Char LSTM (DeepSPIN-1; soft-attention)macro avg (subtask 1): 96.32
morpheme-segmentaiton-on-unimorph-4-0Char LSTM (DeepSPIN-2; soft-attention, 1-5 entmax)macro avg (subtask 1): 97.15
morpheme-segmentaiton-on-unimorph-4-0Subword-ULM transformer (DeepSPIN-3; soft-attention, 1-5 entmax)macro avg (subtask 1): 97.29