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Benchmarks
Multilingual Summarization on XL-SUM ja
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3.51
Token-level Language Confusion
LATB
0.2464
22.2757
44.305
66.3343
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
3.51
0.7
0.11
Adaptive LATB
Backbone=Llama3 8B-I
2026.06
4.05
0.16
0.11
Suzume 8B-Multilingual
2026.06
5.96
0.73
0.67
Llama3 8B-I
Prompting Strategy=Str...
2026.06
10.15
9.29
4.16
Llama3 8B-I
Prompting Strategy=Sta...
2026.06
85.1
98.83
98.31
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