add dataset card

README.md

@@ -42,3 +42,66 @@ configs:
   - split: intents
     path: intents/intents-*
 ---
+
+# hwu64
+
+This is a text classification dataset. It is intended for machine learning research and experimentation.
+
+This dataset is obtained via formatting another publicly available data to be compatible with our [AutoIntent Library](https://deeppavlov.github.io/AutoIntent/index.html).
+
+## Usage
+
+It is intended to be used with our [AutoIntent Library](https://deeppavlov.github.io/AutoIntent/index.html):
+
+```python
+from autointent import Dataset
+
+dream = Dataset.from_datasets("AutoIntent/banking77")
+```
+
+## Source
+
+This dataset is taken from original work's github repository `jianguoz/Few-Shot-Intent-Detection` and formatted with our [AutoIntent Library](https://deeppavlov.github.io/AutoIntent/index.html):
+
+```python
+# define utils
+import requests
+from autointent import Dataset
+
+def load_text_from_url(github_file: str):
+    return requests.get(github_file).text
+
+def convert_hwu64(hwu_utterances, hwu_labels):
+    intent_names = sorted(set(hwu_labels))
+    name_to_id = dict(zip(intent_names, range(len(intent_names)), strict=False))
+    n_classes = len(intent_names)
+
+    assert len(hwu_utterances) == len(hwu_labels)
+
+    classwise_utterance_records = [[] for _ in range(n_classes)]
+    intents = [
+        {
+            "id": i,
+            "name": name,
+            
+        }
+        for i, name in enumerate(intent_names)
+    ]
+
+    for txt, name in zip(hwu_utterances, hwu_labels, strict=False):
+        intent_id = name_to_id[name]
+        target_list = classwise_utterance_records[intent_id]
+        target_list.append({"utterance": txt, "label": intent_id})
+
+    utterances = [rec for lst in classwise_utterance_records for rec in lst]
+    return Dataset.from_dict({"intents": intents, "train": utterances})
+
+# load
+file_url = "https://raw.githubusercontent.com/jianguoz/Few-Shot-Intent-Detection/refs/heads/main/Datasets/HWU64/train/label"
+labels = load_text_from_url(file_url).split("\n")[:-1]
+file_url = "https://raw.githubusercontent.com/jianguoz/Few-Shot-Intent-Detection/refs/heads/main/Datasets/HWU64/train/seq.in"
+utterances = load_text_from_url(file_url).split("\n")[:-1]
+
+# convert
+hwu64_converted = convert_hwu64(utterances, labels)
+```