A contextual bandit that chooses among five query-rewrite strategies, conditioned on 17 linguistic features, reduces LLM hallucination on QA benchmarks and beats static prompting and no-rewrite baselines.
Subjective topic meets LLMs: Unleashing comprehensive, reflective and creative thinking through the negation of negation
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QueryBandits for Hallucination Mitigation: Exploiting Semantic Features for No-Regret Rewriting
A contextual bandit that chooses among five query-rewrite strategies, conditioned on 17 linguistic features, reduces LLM hallucination on QA benchmarks and beats static prompting and no-rewrite baselines.