most citedVerbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity

2 citations · 2 across the 12 of their papers we have counts for

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cs.SE2026

AutoEnvScaling: Automating the Data Flywheel with Terminal Agents

Simon Yu, Baolin Peng, Bo Liu +8

Terminal agents solve tasks in software engineering and scientific research by executing commands in a terminal. Training them via reinforcement learning (RL) requires diverse and…