Update README.md

README.md

@@ -1,28 +1,6 @@
 ---
 license: cc-by-4.0
 ---
----
-language:
-- en
-license: mit
-tags:
-- text-classification
-- emotion-recognition
-- guilt-detection
-- political-communication
-- xlm-roberta
-- poltextlab
-datasets:
-- custom
-metrics:
-- accuracy
-- precision
-- recall
-- f1
-- roc-auc
-- pr-auc
-pipeline_tag: text-classification
----
 
 # GuiltRoBERTa-en: A Two-Stage Classifier for Guilt-Assignment Rhetoric in English Political Texts
 
@@ -45,7 +23,7 @@ The approach is grounded in political communication theory, which suggests that
 * **Output:** CSV file with predicted labels and probabilities
 * **Usage:** retain only rows with `predicted_emotion == "Anger"` for Stage 2
 
-⚙️ **The Babel Emotions Tool is not an API but a web-based interface.** Upload a CSV file, download the labeled results, and use them as input to the guilt classifier.
+**The Babel Emotions Tool is not an API but a web-based interface.** Upload a CSV file, download the labeled results, and use them as input to the guilt classifier.
 
 ### Stage 2: Guilt Classification