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Topic Classification on SIB 176 languages

63.4ScoreTIPA
53.93656.39358.8561.307Jan 23, 2026

Evaluation results

MethodLinks
TIPAaggregation=Typologically weighted parameter aggregation2026.0163.4
No Train but Gainmethod=Additive combination2026.0161.6
English-only fine-tuningtraining=English task data, inference=Zero-shot2026.0161.2
MAD-Xadapter=Target-language or typologically closest2026.0156.5
Parameter averagingaggregation=Unweighted parameter averaging2026.0154.3