LLM4AAMAS: Add Huang23arxiv

README.md

@@ -207,6 +207,15 @@ link between the inputs and the output.
   *Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, et al. (2022)*
   Presented at *NeurIPS*
 
+Even if CoT prompts has been shown to improve the performance of LLMs on various
+reasoning tasks, it remains unclear to what extent they are capable of true
+reasoning or whether they are simply using memorized patterns and heuristics to
+solve problems.
+
+- **[Towards Reasoning in Large Language Models: A
+  Survey](https://arxiv.org/abs/2212.10403)** Jie Huang and Kevin Chen-Chuan
+  Chang (2023)* Published on *arXiv*
+
 ### RAG
 
 Retrieval-Augmented Generation (RAG) is a prompting strategy that involves