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Question Answering on TriviaQA (Mean per-step regret)

0.131Mean Per-Step RegretNo-Rewrite (NoRw)
0.129560.139280.1490.15872Feb 23, 2026

Evaluation results

MethodLinks
No-Rewrite (NoRw)Strategy Category=Base2026.020.131
ParaStrategy Category=Static Prompts2026.020.145
TSStrategy Category=Non-Contextual2026.020.148
LinEXP3Strategy Category=Contextual Linear2026.020.148
FTPLStrategy Category=Non-Contextual2026.020.15
SimplStrategy Category=Static Prompts2026.020.151
EXP3Strategy Category=Non-Contextual2026.020.153
LinUCB+KLStrategy Category=Contextual Linear2026.020.153
ϵ-FTRLStrategy Category=Non-Contextual2026.020.154
LinUCBStrategy Category=Contextual Linear2026.020.155
TSStrategy Category=Contextual Linear2026.020.155
LinFTPLStrategy Category=Contextual Linear2026.020.157
ExpandStrategy Category=Static Prompts2026.020.16
DisambStrategy Category=Static Prompts2026.020.162
ClarifyStrategy Category=Static Prompts2026.020.167