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library_name: transformers
tags: []
---

# Model Card

<!-- Provide a quick summary of what the model is/does. -->

Baseline model for persuasion techniques multi-class multi-label classification task at SlavicNLP 2025. 
It is a fine-tuned XLM-RoBERTa-base to the task of persuasion techniques multi-class multi-label classification on Slavic languages and datasets provided on the SlavicNLP 2025 Workshop co-located with ACL 2025

The model was fine-tuned to recognize the following **persuasion techniques**:

- **Appeal to Authority**  
- **Appeal to Fear / Prejudice**  
- **Appeal to Hypocrisy**  
- **Appeal to Pity**  
- **Appeal to Popularity**  
- **Appeal to Time**  
- **Appeal to Values**  
- **Causal Oversimplification**  
- **Consequential Oversimplification**  
- **Conversation Killer**  
- **Doubt**  
- **Exaggeration / Minimisation**  
- **False Dilemma / No Choice**  
- **False Equivalence**  
- **Flag Waving**  
- **Guilt by Association**  
- **Loaded Language**  
- **Name Calling / Labeling**  
- **Obfuscation / Vagueness / Confusion**  
- **Questioning the Reputation**  
- **Red Herring**  
- **Repetition**  
- **Slogans**  
- **Straw Man**  
- **Whataboutism**