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Update iSWE-Agent README with arXiv paper link #22

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7 changes: 5 additions & 2 deletions evaluation/java/verified/20251201_iSWE_Agent/README.md
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# 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 |
| --- | --- | --- | --- |
Expand Down Expand Up @@ -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

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