← Morpheme Segmentaiton
Papers with Code · CC BY-SA 4.0

UniMorph 4.0

아카이브 평가 19건 · 마지막 적재/변경

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델원본 지표·값논문구현
Subword-ULM transformer (DeepSPIN-3; soft-attention, 1-5 entmax)
macro avg (subtask 1)
97.29
Beyond Characters: Subword-level Morpheme Segmentation
논문 날짜 미기재
연결 없음
Char LSTM (DeepSPIN-2; soft-attention, 1-5 entmax)
macro avg (subtask 1)
97.15
Beyond Characters: Subword-level Morpheme Segmentation
논문 날짜 미기재
연결 없음
Ensemble of hard-attention transducers (CLUZH)
macro avg (subtask 1)
96.85
CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection Generation
논문 날짜 미기재
코드 1
Char LSTM (DeepSPIN-1; soft-attention)
macro avg (subtask 1)
96.32
Beyond Characters: Subword-level Morpheme Segmentation
논문 날짜 미기재
연결 없음
BiLSTM for seq labelling (Tü_Seg-1)
macro avg (subtask 1)
96.06
SIGMORPHON 2022 Shared Task on Morpheme Segmentation Submission Description: Sequence Labelling for Word-Level Morpheme Segmentation
논문 날짜 미기재
연결 없음
Bidirectional GRU + Morfessor features (AUUH_F)
macro avg (subtask 1)
93.72
f1 macro avg (subtask 2)
66.73
lev dist (subtask 2)
36.35
Morfessor-enriched features and multilingual training for canonical morphological segmentation
논문 날짜 미기재
연결 없음
HMM (JB132; trained w EM)
macro avg (subtask 1)
58.39
JB132 submission to the SIGMORPHON 2022 Shared Task 3 on Morphological Segmentation
논문 날짜 미기재
연결 없음
Morfessor2
macro avg (subtask 1)
25.57
f1 macro avg (subtask 2)
50.65
lev dist (subtask 2)
12.08
The SIGMORPHON 2022 Shared Task on Morpheme Segmentation
2022-06-15
코드 1
ULM
macro avg (subtask 1)
20.61
f1 macro avg (subtask 2)
45.99
lev dist (subtask 2)
14.28
The SIGMORPHON 2022 Shared Task on Morpheme Segmentation
2022-06-15
코드 1
WordPiece
macro avg (subtask 1)
15.89
f1 macro avg (subtask 2)
40.59
lev dist (subtask 2)
17.54
The SIGMORPHON 2022 Shared Task on Morpheme Segmentation
2022-06-15
코드 1
AUUH_B
f1 macro avg (subtask 2)
89.77
lev dist (subtask 2)
3.50
Morfessor-enriched features and multilingual training for canonical morphological segmentation
논문 날짜 미기재
연결 없음
AUUH_A
f1 macro avg (subtask 2)
89.00
lev dist (subtask 2)
4.08
Morfessor-enriched features and multilingual training for canonical morphological segmentation
논문 날짜 미기재
연결 없음
CLUZH-3
f1 macro avg (subtask 2)
88.14
lev dist (subtask 2)
5.58
CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection Generation
논문 날짜 미기재
코드 1
CLUZH-2
f1 macro avg (subtask 2)
87.93
lev dist (subtask 2)
5.62
CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection Generation
논문 날짜 미기재
코드 1
CLUZH-1
f1 macro avg (subtask 2)
87.68
lev dist (subtask 2)
5.69
CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection Generation
논문 날짜 미기재
코드 1
BiLSTM for seq labelling (Tü_Seg-2)
f1 macro avg (subtask 2)
82.07
lev dist (subtask 2)
4.71
SIGMORPHON 2022 Shared Task on Morpheme Segmentation Submission Description: Sequence Labelling for Word-Level Morpheme Segmentation
논문 날짜 미기재
연결 없음
AUUH_E
f1 macro avg (subtask 2)
73.21
lev dist (subtask 2)
31.05
Morfessor-enriched features and multilingual training for canonical morphological segmentation
논문 날짜 미기재
연결 없음
AUUH_D
f1 macro avg (subtask 2)
72.75
lev dist (subtask 2)
36.38
Morfessor-enriched features and multilingual training for canonical morphological segmentation
논문 날짜 미기재
연결 없음
AUUH_C
f1 macro avg (subtask 2)
70.76
lev dist (subtask 2)
35.94
Morfessor-enriched features and multilingual training for canonical morphological segmentation
논문 날짜 미기재
연결 없음