most citedConfidence Improves Self-Consistency in LLMs

9 citations · 9 across the 3 of their papers we have counts for

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cs.CL2026

Evaluating Alignment of Behavioral Dispositions in LLMs

Amir Taubenfeld, Zorik Gekhman, Lior Nezry +8

As LLMs integrate into our daily lives, understanding their behavior becomes essential. In this work, we focus on behavioral dispositionsthe underlying tendencies that shape res…

cs.CL2025★ 9 cited

Confidence Improves Self-Consistency in LLMs

Amir Taubenfeld, Tom Sheffer, Eran Ofek +4

Self-consistency decoding enhances LLMs' performance on reasoning tasks by sampling diverse reasoning paths and selecting the most frequent answer. However, it is computationally e…