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Benchmarks
Multilingual Summarization on XL-SUM ar
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0.37
Token-level Language Confusion (%)
LATB
-3.0636
20.1132
43.29
66.4668
Jun 8, 2026
Token-level Language Confusion (%)
Line-level Language Confusion (%)
Response-level Language Confusion (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Token-level Language Confusion (%)
Line-level Language Confusion (%)
Response-level Language Confusion (%)
LATB
Backbone=Llama3 8B-I
2026.06
0.37
0.28
0
Adaptive LATB
Backbone=Llama3 8B-I
2026.06
0.54
0.22
0
Suzume 8B-Multilingual
2026.06
5.63
2.95
2.6
Llama3 8B-I
Prompting Strategy=Str...
2026.06
9.98
11.94
5.6
Llama3 8B-I
Prompting Strategy=Sta...
2026.06
86.21
99.27
98.3
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