diff --git a/docs/awesome_llm_data.md b/docs/awesome_llm_data.md
index f79c48d02..df5ae5f08 100644
--- a/docs/awesome_llm_data.md
+++ b/docs/awesome_llm_data.md
@@ -115,3 +115,5 @@ Data Management
 | Dynamics of Instruction Tuning: Each Ability of Large Language Models Has Its Own Growth Pace                           | `arXiv'2310`, `Data_Usage_FineTune`, `Data_Domain_Text`, `Data_Processing_Enhancement`, `Data_Generalization`, `Data_Diversity`                                                       |
 | How abilities in large language models are affected by supervised fine-tuning data composition                          | `arXiv'2310`, `Data_Usage_FineTune`, `Data_Domain_Text`, `Data_Scaling`, `Data_Generalization`, `Data_Processing_Selection`                                                           |
 | Scaling Relationship on Learning Mathematical Reasoning with Large Language Models                                      | `arXiv'2308`, `Data_Usage_FineTune`, `Data_Domain_Text`, `Data_Processing_Deduplication`, `Data_Quantity`, `Data_Generalization`                                                      |
+| Data-Centric Financial Large Language Models                                                                            | `arXiv'2310`, `Data_Usage_FineTune`, `Data_Domain_Text`, `Data_Quantity`, `Data_Processing_Enhancement`                                                                               |
+| Ziya2: Data-centric Learning is All LLMs Need                                                                           | `arXiv 2311`, `Data_Usage_Pretrain`, `Data_Domain_Text`, `Data_Domain_Code`, `Data_Quality`