AAAI 2026technical0 citations

DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs

Oluwanifemi Bamgbose, Masoud Hashemi, Sathwik Tejaswi Madhusudhan, Jishnu Sethumadhavan Nair, Aman Tiwari, Vikas Yadav

Abstract

Test-time scaling has significantly improved large language model (LLM) performance, enabling deeper reasoning to solve complex problems. However, this increased reasoning capability also leads to excessive token generation and unnecessary problem-solving attempts. We introduce "Don

BibTeX
@inproceedings{aaai2026_dnrbenchbenchmar,
  title = {DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs},
  author = {Oluwanifemi Bamgbose and Masoud Hashemi and Sathwik Tejaswi Madhusudhan and Jishnu Sethumadhavan Nair and Aman Tiwari and Vikas Yadav},
  booktitle = {AAAI 2026},
  year = {2026}
}
DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs · AAAI 2026