Update README.md

README.md

@@ -138,20 +138,20 @@ Predicted class: Populist (Confidence: 0.90)
 
 ## Limitations
 
-- **Domain Specificity:**\
+- **Domain Specificity:**
   This model was trained on Bundestag speeches and may not generalize to all political discourse.
-- **Threshold Sensitivity:**\
+- **Threshold Sensitivity:**
   The decision threshold (`0.56`) was optimized for this dataset but may need adjustment for other corpora.
-- **Potential Bias:**\
+- **Potential Bias:**
   Political speech contains biases inherent in dataset labeling.
 
 ## Ethical Considerations
 
-- **Not suitable for high-stakes decision-making.**\
+- **Not suitable for high-stakes decision-making.**
   This model is meant for **research purposes** in political discourse analysis.
-- **Bias & Context Dependence:**\
+- **Bias & Context Dependence:**
   Populism is a complex concept. Automated detection should **not replace** human interpretation.
-- **Transparent Use:**\
+- **Transparent Use:**
   Users should document and validate model outputs in their research.
 
 ## License