diff --git a/README.es.md b/README.es.md
index 6df4c078..e54dd19a 100644
--- a/README.es.md
+++ b/README.es.md
@@ -103,6 +103,7 @@ Este repositorio y su contenido se proporcionan **únicamente con fines académi
 - [The FinBen: An Holistic Financial Benchmark for Large Language Models](https://arxiv.org/abs/2402.12659)
 - [No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks](https://arxiv.org/abs/2403.06249)
 - [Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English](https://arxiv.org/abs/2402.07405)
+- [LLMs Meet Finance: Fine-Tuning Foundation Models for the Open FinLLM Leaderboard](https://arxiv.org/abs/2504.13125)
 
 **Evaluaciones** (más detalles en la sección FinBen):
 
diff --git a/README.md b/README.md
index 0aae28a8..00a18fbf 100644
--- a/README.md
+++ b/README.md
@@ -119,6 +119,7 @@ This repository and its contents are provided for **academic and educational pur
 - [The FinBen: An Holistic Financial Benchmark for Large Language Models](https://arxiv.org/abs/2402.12659)
 - [No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks](https://arxiv.org/abs/2403.06249)
 - [Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English](https://arxiv.org/abs/2402.07405)
+- [LLMs Meet Finance: Fine-Tuning Foundation Models for the Open FinLLM Leaderboard](https://arxiv.org/abs/2504.13125)
 
 **Evaluations**:
 
diff --git a/README.zh.md b/README.zh.md
index a0b23b43..e1b75162 100644
--- a/README.zh.md
+++ b/README.zh.md
@@ -105,6 +105,7 @@
 - [The FinBen: An Holistic Financial Benchmark for Large Language Models](https://arxiv.org/abs/2402.12659)
 - [No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks](https://arxiv.org/abs/2403.06249)
 - [Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English](https://arxiv.org/abs/2402.07405)
+- [LLMs Meet Finance: Fine-Tuning Foundation Models for the Open FinLLM Leaderboard](https://arxiv.org/abs/2504.13125)
 
 **评估** (更多详情，请参阅FinBen部分):