Update README.md

README.md

@@ -232,6 +232,9 @@ pipeline_tag: sentence-similarity
 
 # Multilingual & Multimodal NLI (MMNLI)
 
+> **Paper:** Istaiteh, O., Mdhaffar, S., & Estève, Y. (2025). *Beyond Similarity Scoring: Detecting Entailment and Contradiction in Multilingual and Multimodal Contexts*. Proc. Interspeech 2025.  
+> Full details of the MMNLI model, including architecture, training, and evaluation, are described in this paper.
+
 This repository provides the **MMNLI model**, a multilingual and multimodal Natural Language Inference classifier.  
 It extends the BLASER architecture into **multiclass NLI**, supporting entailment, contradiction, and neutrality across text-text, text-speech, speech-text, and speech-speech input pairs.