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update intro

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  1. README.md +13 -3
README.md CHANGED
@@ -4,11 +4,21 @@ license: mit
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  # SyncBench
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  ## Dataset Description
 
 
 
 
 
 
 
 
 
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- ### Overview
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- ### Data Structure
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  - Format: JSON and CSV
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  - Fields:
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  - **instance_id:** SyncBench instance ID
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  - Caller: syncbench_caller_150.csv
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  - Size: 300
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- ### Usage
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  ```python
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  from datasets import load_dataset
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  dataset = load_dataset("xuehang/SyncBench")
 
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  # SyncBench
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+ In tackling the challenge of *agent out-of-sync*, **SyncBench** is released as a part of our work [SyncMind: Measuring Agent Out-of-Sync Recovery In Collaborative Software Engineering](https://xhguo7.github.io/SyncMind/)
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  ## Dataset Description
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+ **SyncBench** for *agent out-of-sync* recovery:
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+ - Task: Agent *out-of-sync*
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+ - SyncBench
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+ - In our current version, we construct *SyncBench* based on 21 popular repositories, while our dataset construction approach allows adaptive upsampling and downsampling for custom needs
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+ - Expand to incorporate other repositories as data sources
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+ - Downsampled to smaller ealuation subsets
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+ - Datasets: Caller and Callee
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+ - **Caller:** Testing code out-of-sync
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+ - **Callee:** Tested code out-of-sync
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+ ## Data Structure
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  - Format: JSON and CSV
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  - Fields:
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  - **instance_id:** SyncBench instance ID
 
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  - Caller: syncbench_caller_150.csv
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  - Size: 300
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+ ## Usage
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  ```python
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  from datasets import load_dataset
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  dataset = load_dataset("xuehang/SyncBench")