Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions

17 January 2024

Papers citing "Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions"

5 / 5 papers shown

Title
Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction Xiaoyuan Li Wenjie Wang Moxin Li Junrong Guo Yang Zhang Fuli Feng ELM LRM 25 15 0 02 Jun 2024
Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models -- A Survey Philipp Mondorf Barbara Plank ELM LRM LM&MA 24 34 0 02 Apr 2024
Hallucination is Inevitable: An Innate Limitation of Large Language Models Ziwei Xu Sanjay Jain Mohan S. Kankanhalli HILM LRM 26 192 0 22 Jan 2024
RobustLR: Evaluating Robustness to Logical Perturbation in Deductive Reasoning Soumya Sanyal Zeyi Liao Xiang Ren ELM ReLM LRM 41 19 0 25 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022