Add link to paper, task category

README.md

@@ -1,60 +1,65 @@
----
-license: mit
----
-
-# SyncBench
-
-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/)
-
-## Dataset Description
-**SyncBench** for *agent out-of-sync* recovery:
-- Task: Agent *out-of-sync*
-- SyncBench
-    - In our current version, we construct *SyncBench* based on 21 popular GitHub repositories, while our dataset construction approach allows adaptive upsampling and downsampling for custom needs
-        - Expand to incorporate other repositories as data sources
-        - Downsampled to smaller ealuation subsets
-- Datasets: Caller and Callee
-    - **Caller:** Testing code out-of-sync
-    - **Callee:** Tested code out-of-sync
-
-
-## Data Structure
-- Format: JSON and CSV
-- Fields:
-    - **instance_id:**  SyncBench instance ID
-    - **instance_type:**  data type (i.e., `caller` or `callee`)
-    - **task_type:** task type (i.e., `fail-to-pass` or `pass-to-pass`)
-    - **repo_url:**  URL link of the source GitHub repository
-    - **commit:** Git commit ID
-    - **fm_type:** Function type (i.e., `function` or `method`)
-    - **fm_name:** Function name
-    - **original_code:** Out-of-sync function code
-    - **gold_code:** Up-to-date function code
-    - **old_filtered_context:** Out-of-sync context code (filtered)
-    - **old_complete_context:** Out-of-sync context code (complete)
-    - **new_filtered_context:** Up-to-date context code (filtered)
-    - **new_complete_context:** Up-to-date context code (complete)
-    - **initial_error_log:** Initial execution error log
-    - **original_summary:** Parsed execution output of the out-of-sync code
-    - **gold_summary:** Parsed execution output of the up-to-date code
-    - **pyfile_name:** Name of the Python file
-    - **pyfile_path:** Path to the Python file
-    - **unittest_path:** Path to the unit test
-
-- Dataset Versions
-    - SyncBench
-        - Data: syncbench_24k.csv
-        - Size: 24,332
-    - Filtered Dataset (*coming soon!*)
-        - Data: syncbench_8k.csv
-        - Size: 8k
-    - Evaluation Dataset
-        - Data: syncbench_300.csv
-            - Callee: syncbench_callee_150.csv
-            - Caller: syncbench_caller_150.csv
-        - Size: 300
-
-## Usage
-```python
-from datasets import load_dataset
-dataset = load_dataset("xuehang/SyncBench")
+---
+license: mit
+task_categories:
+- text-generation
+tags:
+- software-engineering
+---
+
+# SyncBench
+
+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://huggingface.co/papers/2502.06994) ([Project Website](https://xhguo7.github.io/SyncMind/)) ([Code](https://github.com/xhguo7/SyncMind))
+
+## Dataset Description
+**SyncBench** for *agent out-of-sync* recovery:
+- Task: Agent *out-of-sync*
+- SyncBench
+    - In our current version, we construct *SyncBench* based on 21 popular GitHub repositories, while our dataset construction approach allows adaptive upsampling and downsampling for custom needs
+        - Expand to incorporate other repositories as data sources
+        - Downsampled to smaller ealuation subsets
+- Datasets: Caller and Callee
+    - **Caller:** Testing code out-of-sync
+    - **Callee:** Tested code out-of-sync
+
+
+## Data Structure
+- Format: JSON and CSV
+- Fields:
+    - **instance_id:**  SyncBench instance ID
+    - **instance_type:**  data type (i.e., `caller` or `callee`)
+    - **task_type:** task type (i.e., `fail-to-pass` or `pass-to-pass`)
+    - **repo_url:**  URL link of the source GitHub repository
+    - **commit:** Git commit ID
+    - **fm_type:** Function type (i.e., `function` or `method`)
+    - **fm_name:** Function name
+    - **original_code:** Out-of-sync function code
+    - **gold_code:** Up-to-date function code
+    - **old_filtered_context:** Out-of-sync context code (filtered)
+    - **old_complete_context:** Out-of-sync context code (complete)
+    - **new_filtered_context:** Up-to-date context code (filtered)
+    - **new_complete_context:** Up-to-date context code (complete)
+    - **initial_error_log:** Initial execution error log
+    - **original_summary:** Parsed execution output of the out-of-sync code
+    - **gold_summary:** Parsed execution output of the up-to-date code
+    - **pyfile_name:** Name of the Python file
+    - **pyfile_path:** Path to the Python file
+    - **unittest_path:** Path to the unit test
+
+- Dataset Versions
+    - SyncBench
+        - Data: syncbench_24k.csv
+        - Size: 24,332
+    - Filtered Dataset (*coming soon!*)
+        - Data: syncbench_8k.csv
+        - Size: 8k
+    - Evaluation Dataset
+        - Data: syncbench_300.csv
+            - Callee: syncbench_callee_150.csv
+            - Caller: syncbench_caller_150.csv
+        - Size: 300
+
+## Usage
+```python
+from datasets import load_dataset
+dataset = load_dataset("xuehang/SyncBench")
+```