2025
Slim-SC: Thought Pruning for Efficient Scaling with Self-Consistency
EMNLP 2025
Recently, Test-Time Scaling (TTS) has gained increasing attention for improving LLM reasoning performance at test time without retraining the model. A notable TTS technique is Self-Consistency (SC), which generates multiple reasoning chains in parallel and selects the final answer via majority votin