Author

Rafia Shaikh

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Jul 2026

SISA-Rec: A Semantically Integrated Sequential Recommender with Contrastive Alignment

The proposed SISA-Rec (Semantically Integrated Sequential Recommendation), a transformer-based framework that embeds semantic context directly into sequential modeling, demonstrates the value of semantic information when user behavior data is scarce.

Soohan Abbasi, Shahid Munir Shah, Rafia Shaikh et al. · arXiv.org · 0 citations