chain-of-thought 1controlled candidate generation 1curriculum learning 1decoder architecture 1efficiency 1generative retrieval 1industrial recommender systems 1latent reasoning 1multi-objective recommendation 1recommendation models 1
From the 2 of 34 linked papers with an AI index.
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cs.AI2026
Counteraction-Aware Multi-Teacher On-Policy Distillation for General Capability Recovery with Domain Preservation
Tianlei Chen, Jiao Ou, Ziyuan Liu +3
Domain specialization can improve LLM behavior in vertical domains, but often weakens the general capabilities inherited from the original model. Recent Multi-Teacher On-Policy Dis…
cs.AI2026
Recall Isn't Enough: Bounding Commitments in Personalized Language Systems
Rui Tang, Yichi Zhang, Xi Chen +4
Long-context and memory systems usually treat personalization as a recall problem. In practice, many failures occur later, when a system commits: it turns noisy hints into hard con…