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Benchmarks
Multilingual Summarization on XL-SUM ru
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0.28
Token-level Language Confusion
LATB
-2.9352
18.7674
40.47
62.1726
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
0.28
0.44
0.1
Adaptive LATB
Backbone=Llama3 8B-I
2026.06
0.48
0.38
0.1
Suzume 8B-Multilingual
2026.06
3.04
2.3
2.1
Llama3 8B-I
Prompting Strategy=Str...
2026.06
5.02
4.1
2.9
Llama3 8B-I
Prompting Strategy=Sta...
2026.06
80.66
93.83
92.5
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