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News/CALMRec: Causally Aligned Language Memory for Long-Horizon Recommendation
arxiv
PublishedJuly 28, 2026 at 4:00 AM

CALMRec: Causally Aligned Language Memory for Long-Horizon Recommendation

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arXiv:2607.23647v1 Announce Type: cross Abstract: Large language models (LLMs) can summarize heterogeneous user evidence in natural language, but current LLM recommenders often collapse enduring preferences, transient intent, and exposure-induced behavior into one profile. This makes recommendation

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