Fix conditional logic in _info and _load_hf_data_from_remote for correct label assignment and data fetching

1. **'_info' enhancements and bug fix**
- Updated the if conditions so that any subset_id ending with "domain" now uses DOMAIN_LABELS, and any ending with "intent" uses INTENT_LABELS. This improves the logic by removing hard-coded comparisons and making it more dynamic.

2. **Refined '_load_hf_data_from_remote'**
- Simplified the logic in _load_hf_data_from_remote by using subset_id.endswith(...) to check for "domain" or "intent", and dynamically constructing the HF_REMOTE_REF as mteb/mtop_{subset}. This ensures that datasets.load_dataset fetches the correct dataset, either mteb/mtop_domain or mteb/mtop_intent.
3. **Kept backward‑compatible defaults**
- Left `DEFAULT_CONFIG_NAME` unchanged to `mtop_intent_classification_domain_source` so that existing workflows continue to work without any extra branches or special cases.
4. **Version updates**
- Increased `_SOURCE_VERSION` to `1.0.1` and set `_SEACROWD_VERSION` to `2025.04.22` to reflect these changes and fixes.

mtop_intent_classification.py

@@ -50,8 +50,8 @@ _URL = "https://huggingface.co/datasets/mteb/"
 
 
 _SUPPORTED_TASKS = [Tasks.INTENT_CLASSIFICATION]
-_SOURCE_VERSION = "1.0.0"
-_SEACROWD_VERSION = "2024.06.20"
+_SOURCE_VERSION = "1.0.1"
+_SEACROWD_VERSION = "2025.04.22"
 
 
 class MTOPIntentClassificationDataset(datasets.GeneratorBasedBuilder):
@@ -95,9 +95,9 @@ class MTOPIntentClassificationDataset(datasets.GeneratorBasedBuilder):
             )
 
         elif self.config.schema == "seacrowd_text":
-            if self.config.subset_id == "domain":
+            if self.config.subset_id.endswith("domain"):
                 labels = DOMAIN_LABELS
-            elif self.config.subset_id == "intent":
+            elif self.config.subset_id.endswith("intent"):
                 labels = INTENT_LABELS
             else:
                 raise ValueError(f"Received unexpected schema name {self.config.name}")
@@ -117,9 +117,13 @@ class MTOPIntentClassificationDataset(datasets.GeneratorBasedBuilder):
 
     def _load_hf_data_from_remote(self, split: str) -> datasets.DatasetDict:
         """Load dataset from HuggingFace."""
-        if self.config.subset_id not in ("domain", "intent"):
+        if self.config.subset_id.endswith("domain"):
+            subset = "domain"
+        elif self.config.subset_id.endswith("intent"):
+            subset = "intent"
+        else:
             raise ValueError(f"Received unexpected schema name {self.config.name}")
-        HF_REMOTE_REF = "/".join(_URL.split("/")[-2:]) + f"mtop_{self.config.subset_id}"
+        HF_REMOTE_REF = f"mteb/mtop_{subset}"
         _hf_dataset_source = datasets.load_dataset(HF_REMOTE_REF, "th", split=split)
         return _hf_dataset_source