Beyond Successor Accuracy: State Retention for Recursive Self-Improvement in Recommendation
cs.IR, cs.AI
Submitted: 2026-10-05
Updated: 2026-10-05
Code: https://github.com/Jinfeng-Xu/RecRSI
Terminology
Sources
- RISE: Recursive Improvement via Self-Extrapolating Policy Distillation
- Hydra: Preserving Ensemble Diversity for Model Distillation
Related papers
- The Price of Isolation: Estimating the Ecosystem Cost of Symmetric Two-Sided A/B Testing
- SCAR: Semantic Continuity-Aware Retrieval for Efficient Context Expansion in RAG
- MixLoRA-DSI: Dynamically Expandable Mixture-of-LoRA Experts for Rehearsal-Free Generative Retrieval over Dynamic Corpora
- How Do LLM-Generated Texts Impact Term-Based Retrieval Models?
- MemSyco-Bench: Benchmarking Sycophancy in Agent Memory
- Training with Missed Targets in Generative Recommendation: Separating Supervision from Probability Competition