Update text_processor.py

text_processor.py

@@ -22,3 +22,13 @@ def classify_text(input_text, model, tokenizer):
     # Post-process the results (e.g., select labels based on a threshold)
     labels = post_process_labels(result)
     return labels
+
+# Post-process labels based on a threshold or confidence score
+def post_process_labels(results):
+    # Implement your logic to extract and filter labels
+    # based on your sequence classification model's output
+    # For example, you might use a threshold for each label's score
+    # to determine whether it should be considered a valid theme.
+    # Return the selected labels as a list.
+    selected_labels = []
+    return selected_labels