3 papers
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
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…
cs.CL2024
SAUCE: Synchronous and Asynchronous User-Customizable Environment for Multi-Agent LLM Interaction
Shlomo Neuberger, Niv Eckhaus, Uri Berger +3
Many human interactions, such as political debates, are carried out in group settings, where there are arbitrarily many participants, each with different views and agendas. To expl…