Update README.md

README.md

@@ -1,3 +1,22 @@
 ---
 license: mit
 ---
+
+# maptask-deberta-pair
+Deberta-based Daily MapTask style dialog-act annotations classification model
+
+## Example
+
+```python
+from simpletransformers.classification import (
+    ClassificationModel, ClassificationArgs
+)
+
+model = ClassificationModel("deberta", "diwank/maptask-deberta-pair")
+
+predictions, raw_outputs = model.predict([["Say what is the meaning of life?", "I dont know"]])
+
+convert_to_label = lambda n: ["acknowledge (0), align (1), check (2), clarify (3), explain (4), instruct (5), query_w (6), query_yn (7), ready (8), reply_n (9), reply_w (10), reply_y (11)".split(', ')[i] for i in n]
+
+convert_to_label(predictions) # reply_n (9)
+```