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Fake News Detection on LIAR ambiguity-augmented

68.9AccuracyDisambiguSLM
46.74852.49958.2564.001Apr 25, 2026

Evaluation results

MethodLinks
DisambiguSLM2026.0468.9
SPO2026.0464.8
OPRO2026.0464.1
TextGrad2026.0462.7
APE2026.0462.4
PromptAgent2026.0462
CoT2026.0461.7
Step-back2026.0460.8
PromptBreeder2026.0460.1
Naïve prompting2026.0458.9
Rephrase2026.0447.6