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Benchmarks
Supervised Word Alignment on Newsela (test)
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84.6
F1 Score
POT
39.672
51.336
63
74.664
Jun 7, 2023
F1 Score
Alignment F1 (S)
Alignment F1 (S+P)
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
Alignment F1 (S)
Alignment F1 (S+P)
POT
Regulariser=Sinkhorn (...
2023.06
84.6
-
-
BOT
Regulariser=Sinkhorn (...
2023.06
83.7
-
-
UOT
Regulariser=Sinkhorn (...
2023.06
83.1
-
-
POT
Regulariser=None, cost...
2023.06
77.1
-
-
SimAlign
2023.06
76.7
-
-
fast-align
2023.06
58.4
-
-
BOT
Regulariser=None, cost...
2023.06
41.4
-
-
Lan et al. (2021)
2023.06
-
86.7
85.3
Nagata et al. (2020)
2023.06
-
79.4
82.4
BOT
Type=BOT, cost=cosine,...
2023.06
-
86.5
84.4
POT
Type=POT, cost=cosine,...
2023.06
-
84
81.4
UOT
Type=UOT, cost=cosine,...
2023.06
-
86.8
84.7
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