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2025 1

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SemSR: Semantics aware robust Session-based Recommendations

cs.IR · 2025-08-28 · conditional · novelty 5.0

Fusing frozen LLM item embeddings into MSGAT and NISER improves Recall@20 on Amazon datasets, and re-ranking with the vanilla model restores MRR, though the gains are not consistent across all configurations.

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  • SemSR: Semantics aware robust Session-based Recommendations cs.IR · 2025-08-28 · conditional · none · ref 8

    Fusing frozen LLM item embeddings into MSGAT and NISER improves Recall@20 on Amazon datasets, and re-ranking with the vanilla model restores MRR, though the gains are not consistent across all configurations.