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Diverse Generation on IBM ArgKP

7.97LLM DiversityDiv Outline
1.33483.05744.786.5026Jun 9, 2026

Evaluation results

MethodLinks
Div OutlineLv=2, Model=GPT-5-mini2026.067.9733347.37
Div OutlineLv=2, Model=Mistral-L32026.067.9337217.81
Div OutlineLv=2, Model=DeepSeek-V3.22026.067.6635307.71
KeywordLv=2, Model=GPT-5-mini2026.066.1728317.32
Div OutlineLv=2, Model=Qwen3-4B2026.066.0831257.42
KeywordLv=2, Model=Mistral-L32026.065.7926177.94
KeywordLv=2, Model=Qwen3-4B2026.065.7527227.38
KeywordLv=2, Model=DeepSeek-V3.22026.065.3229247.73
DirectLv=0, Model=DeepSeek-V3.22026.063.7130217.44
Direct (τ=1.5)Lv=0, Model=DeepSeek-V3.22026.063.5830237.26
DirectLv=0, Model=GPT-5-mini2026.063.5123237.26
VerbalizedLv=0, Model=GPT-5-mini2026.062.9519227.3
DirectLv=0, Model=Mistral-L32026.062.624116.66
SSOTLv=1, Model=GPT-5-mini2026.062.5115186.93
VerbalizedLv=0, Model=DeepSeek-V3.22026.062.3220187.36
SSOTLv=1, Model=DeepSeek-V3.22026.062.2913147.53
VerbalizedLv=0, Model=Mistral-L32026.062.2214107.14
SSOTLv=1, Model=Mistral-L32026.062.21997.39
Direct (τ=1.5)Lv=0, Model=Qwen3-4B2026.062.0214126.78
VerbalizedLv=0, Model=Qwen3-4B2026.061.7612126.97
DirectLv=0, Model=Qwen3-4B2026.061.7214126.89
SSOTLv=1, Model=Qwen3-4B2026.061.649156.98
G2Lv=0, Model=Qwen3-4B2026.061.597167.03