Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning
Strategies

Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies

10 June 2024

Siddhartha Jain

Ben Athiwaratkun

Papers citing "Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies"

6 / 6 papers shown

Title
Improving Model Alignment Through Collective Intelligence of Open-Source LLMS Junlin Wang Roy Xie Shang Zhu Jue Wang Ben Athiwaratkun Bhuwan Dhingra S. Song Ce Zhang James Y. Zou ALM 31 0 0 05 May 2025
Think Deep, Think Fast: Investigating Efficiency of Verifier-free Inference-time-scaling Methods Junlin Wang Shang Zhu Jon Saad-Falcon Ben Athiwaratkun Qingyang Wu Jue Wang S. Song Ce Zhang Bhuwan Dhingra James Y. Zou LRM 43 1 0 18 Apr 2025
OverThink: Slowdown Attacks on Reasoning LLMs A. Kumar Jaechul Roh A. Naseh Marzena Karpinska Mohit Iyyer Amir Houmansadr Eugene Bagdasarian LRM 60 12 0 04 Feb 2025
FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in Large Language Models Yiyuan Li Shichao Sun Pengfei Liu LRM 53 0 0 01 Jul 2024
How Language Model Hallucinations Can Snowball Muru Zhang Ofir Press William Merrill Alisa Liu Noah A. Smith HILM LRM 82 253 0 22 May 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 355 8,457 0 28 Jan 2022