gender of sentence

app.py

@@ -1,17 +1,28 @@
 import gradio as gr
+import re
 
+male_words, female_words = ["he", "his", "him"], ["she", "her"]
+def gender_of_sentence(sentence):
+  male_count = len([word for word in sentence.split() if word.lower() in male_words])
+  female_count = len([word for word in sentence.split() if word.lower() in female_words])
+  total = max(male_count + female_count, 1)
+  return {"male": male_count / total, "female": female_count / total}
 
-def main(text):
-    # A gradio function that lowercases text and returns it
-    return text.lower()
+def interpret_gender(sentence):
+  result = gender_of_sentence(sentence)
+  is_male = result["male"] > result["female"]
+  interpretation = []
+  for word in re.split('( )', sentence):
+    score = 0
+    token = word.lower()
+    if (is_male and token in male_words) or (not is_male and token in female_words):
+      score = 1
+    elif (is_male and token in female_words) or (not is_male and token in male_words):
+      score = -1
+    interpretation.append((word, score))
+  return interpretation
 
-
-# A simple gradio app for text
 app = gr.Interface(
-    main,
-    inputs="text",
-    outputs="text",
-    title="Spaces Template Gradio",
-    description="A template app for Hugging Face Spaces",
-)
-app.launch(debug=True)
+  fn=gender_of_sentence, inputs=gr.inputs.Textbox(default="She went to his house to get her keys."),
+  outputs="label", interpretation=interpret_gender, enable_queue=True)
+app.launch()