Author name: Neharika Jali, Anupam Nayak, Gauri Joshi

arXiv:2604.05164v2 Announce Type: replace-cross
Abstract: As LLM reasoning performance plateau, improving inference-time compute efficiency is crucial to mitigate overthinking and long thinking traces even for simple queries. Prior approaches includin…

arXiv:2604.05164v1 Announce Type: cross
Abstract: As LLM reasoning performance plateau, improving inference-time compute efficiency is crucial to mitigate overthinking and long thinking traces even for simple queries. Prior approaches including length…