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Benchmarks
Multilingual Summarization on XL-SUM ko
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3.45
Token-level Language Confusion
LATB
0.1696
22.3123
44.455
66.5977
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
3.45
9.98
10.36
Adaptive LATB
Backbone=Llama3 8B-I
2026.06
4.56
10.12
11.45
Suzume 8B-Multilingual
2026.06
8.28
11.74
12.36
Llama3 8B-I
Prompting Strategy=Str...
2026.06
16.72
30.79
27.27
Llama3 8B-I
Prompting Strategy=Sta...
2026.06
85.46
99.6
99.63
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