OpenCodePapers

morpheme-segmentaiton-on-unimorph-4-0

Morpheme Segmentaiton
Dataset Link
Results over time
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Leaderboard
PaperCodemacro avg (subtask 1)f1 macro avg (subtask 2)lev dist (subtask 2)ModelNameReleaseDate
Beyond Characters: Subword-level Morpheme Segmentation97.29Subword-ULM transformer (DeepSPIN-3; soft-attention, 1-5 entmax)
Beyond Characters: Subword-level Morpheme Segmentation97.15Char LSTM (DeepSPIN-2; soft-attention, 1-5 entmax)
CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection Generation✓ Link96.85Ensemble of hard-attention transducers (CLUZH)
Beyond Characters: Subword-level Morpheme Segmentation96.32Char LSTM (DeepSPIN-1; soft-attention)
SIGMORPHON 2022 Shared Task on Morpheme Segmentation Submission Description: Sequence Labelling for Word-Level Morpheme Segmentation96.06BiLSTM for seq labelling (Tü_Seg-1)
Morfessor-enriched features and multilingual training for canonical morphological segmentation93.7266.7336.35Bidirectional GRU + Morfessor features (AUUH_F)
JB132 submission to the SIGMORPHON 2022 Shared Task 3 on Morphological Segmentation58.39HMM (JB132; trained w EM)
The SIGMORPHON 2022 Shared Task on Morpheme Segmentation✓ Link25.5750.6512.08Morfessor22022-06-15
The SIGMORPHON 2022 Shared Task on Morpheme Segmentation✓ Link20.6145.9914.28ULM2022-06-15
The SIGMORPHON 2022 Shared Task on Morpheme Segmentation✓ Link15.8940.5917.54WordPiece2022-06-15
Morfessor-enriched features and multilingual training for canonical morphological segmentation89.773.50AUUH_B
Morfessor-enriched features and multilingual training for canonical morphological segmentation89.004.08AUUH_A
CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection Generation✓ Link88.145.58CLUZH-3
CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection Generation✓ Link87.935.62CLUZH-2
CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection Generation✓ Link87.685.69CLUZH-1
SIGMORPHON 2022 Shared Task on Morpheme Segmentation Submission Description: Sequence Labelling for Word-Level Morpheme Segmentation82.074.71BiLSTM for seq labelling (Tü_Seg-2)
Morfessor-enriched features and multilingual training for canonical morphological segmentation73.2131.05AUUH_E
Morfessor-enriched features and multilingual training for canonical morphological segmentation72.7536.38AUUH_D
Morfessor-enriched features and multilingual training for canonical morphological segmentation70.7635.94AUUH_C