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

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