IntervalLLM integrates irregular time intervals into an LLM recommender via interval embeddings and interval-infused attention, improving next-item Hit Rate@1 on three benchmarks and adding a new interval-perspective cold-start analysis.
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Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation
IntervalLLM integrates irregular time intervals into an LLM recommender via interval embeddings and interval-infused attention, improving next-item Hit Rate@1 on three benchmarks and adding a new interval-perspective cold-start analysis.