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  1. README.md +2 -3
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@@ -72,9 +72,8 @@ Your interactions are anonymized and used solely for improving SWE-Model-Arena a
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  - **Analysis of Real-World SE Workloads**: Identify common patterns and challenges in user-submitted tasks
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  - **Multi-Round Evaluation Metrics**: Develop specialized metrics for assessing model adaptation over successive turns
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- - **Enhanced Community Engagement**: Enable broader participation through voting and contributions
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- - **Expanded FM Coverage**: Include domain-specific and multimodal foundation models
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- - **Advanced Context Compression**: Integrate techniques like [LongRope](https://github.com/microsoft/LongRoPE) and [SelfExtend](https://github.com/datamllab/LongLM) to manage long-term memory
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  ## Contact
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  - **Analysis of Real-World SE Workloads**: Identify common patterns and challenges in user-submitted tasks
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  - **Multi-Round Evaluation Metrics**: Develop specialized metrics for assessing model adaptation over successive turns
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+ - **Expanded FM Coverage**: Include multimodal and domain-specific foundation models
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+ - **Advanced Context Compression**: Integrate techniques like [LongRope](https://github.com/microsoft/LongRoPE) and [SelfExtend](https://github.com/datamllab/LongLM) to manage long-term memory in multi-round conversations
 
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  ## Contact
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