diff --git a/evaluation/java/verified/20251201_iSWE_Agent/README.md b/evaluation/java/verified/20251201_iSWE_Agent/README.md
index cf111c78e..47d80d0a9 100644
--- a/evaluation/java/verified/20251201_iSWE_Agent/README.md
+++ b/evaluation/java/verified/20251201_iSWE_Agent/README.md
@@ -1,6 +1,10 @@
 # iSWE-Agent
 
-iSWE-Agent is a multi-agent system developed by IBM Research to tackle software engineering tasks. The latest release of iSWE focuses on Java development and is built using IBM’s [Prompt Declaration Language (PDL)](https://github.com/IBM/prompt-declaration-language). Earlier versions of iSWE were designed for Python, achieved competitive rankings on the [SWE-Bench Lite leaderboard](https://www.swebench.com/), and were showcased at [IBM TechXchange 2024](https://research.ibm.com/blog/ibm-swe-agents).
+iSWE-Agent is a multi-agent system developed by IBM Research to tackle software engineering tasks. 
+
+Our arXiv paper, which includes additional details, is now available at: [Resolving Java Code Repository Issues with iSWE Agent](https://arxiv.org/abs/2603.11356v1)
+
+The latest release of iSWE focuses on Java development and is built using IBM’s [Prompt Declaration Language (PDL)](https://github.com/IBM/prompt-declaration-language). Earlier versions of iSWE were designed for Python, achieved competitive rankings on the [SWE-Bench Lite leaderboard](https://www.swebench.com/), and were showcased at [IBM TechXchange 2024](https://research.ibm.com/blog/ibm-swe-agents).
 
 | Agent/Model | %Resolved | Date | Site |
 | --- | --- | --- | --- |
@@ -32,7 +36,6 @@ The iSWE Editing Agent:
 - integrates validation checks using both linting and compilation feedback to guarantee syntax correctness before applying changes, and
 - does not use Anthropic's `str_replace_edit` tool, commonly used by other agents such as (M)SWE-Agent, (M)OpenHands and (M)Agentless.
 
-Our team is preparing an arXiv paper with additional details to be released soon.
 
 ### NOTE