Update README.md

README.md

@@ -17,9 +17,9 @@ tags:
 - Twitter
 ---
 
-# Multilingual Hate Speech Classifier for Social Media Content
+# Multilingual Hate Speech Classifier for Social Media with Disagreement-Aware Training
 
-A multilingual [XLM-R-based (100 languages)](https://huggingface.co/FacebookAI/xlm-roberta-large) hate speech classification model fine-tuned on English, Italian and Slovenian data. Paper out soon...
+A multilingual [XLM-R-based (100 languages)](https://huggingface.co/FacebookAI/xlm-roberta-large) hate speech classification model fine-tuned on English, Italian and Slovenian with inter-annotator disagreement-aware training. Paper out soon...
 
 Authors: Patricia-Carla Grigor, Bojan Evkoski, Petra Kralj Novak
 
@@ -66,7 +66,7 @@ Class-specific model F1-scores:
 
 **Usage**
 
-from transformers import AutoModelForSequenceClassification, TextClassificationPipeline, AutoTokenizer, AutoConfig
+    from transformers import AutoModelForSequenceClassification, TextClassificationPipeline, AutoTokenizer, AutoConfig
 
     MODEL = "IMSyPP/hate_speech_multilingual"
     tokenizer = AutoTokenizer.from_pretrained(MODEL)