{"total":22,"rows":[{"id":"2604.14084","title":"TIP: Token Importance in On-Policy Distillation","created":"2026-04-15","cited_by_count":104,"area":"distill"},{"id":"2602.04942","title":"Privileged Information Distillation for Language Models","created":"2026-02-04","cited_by_count":90,"area":"distill"},{"id":"2604.12002","title":"Self-Distillation Zero: Self-Revision Turns Binary Rewards into Dense Supervision","created":"2026-04-13","cited_by_count":68,"area":"distill"},{"id":"2605.11739","title":"Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation","created":"2026-05-12","cited_by_count":19,"area":"distill"},{"id":"2607.13399","title":"Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations","created":"2026-07-15","cited_by_count":19,"area":"distill"},{"id":"2605.31490","title":"Are Full Rollouts Necessary for On-Policy Distillation?","created":"2026-05-29","cited_by_count":17,"area":"distill"},{"id":"2605.12652","title":"Multi-Rollout On-Policy Distillation via Peer Successes and Failures","created":"2026-05-12","cited_by_count":10,"area":"distill"},{"id":"2606.26091","title":"On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity","created":"2026-06-24","cited_by_count":10,"area":"distill"},{"id":"2607.17247","title":"Distilled Reinforcement Learning for LLM Post-training","created":"2026-07-19","cited_by_count":8,"area":"distill"},{"id":"2604.14054","title":"$\\pi$-Play: Multi-Agent Self-Play via Privileged Self-Distillation without External Data","created":"2026-04-15","cited_by_count":7,"area":"distill"},{"id":"2607.18293","title":"One Student, Many Teachers: Multi-Task On-Policy Distillation via Soft-Prompt Privileged Context","created":"2026-06-30","cited_by_count":6,"area":"distill"},{"id":"2607.18082","title":"CriPO: Enhancing Rubric-based RL via Self-Distillation","created":"2026-07-20","cited_by_count":5,"area":"distill"},{"id":"2608.16647","title":"Every Coin Has Two Sides: On the Dual Nature of Generalization in On-Policy Distillation of Large Language Models","created":"2026-08-17","cited_by_count":4,"area":"distill"},{"id":"2604.20733","title":"Learning from the Near Future: Temporal Self-Distillation for RLVR","created":"2026-04-22","cited_by_count":3,"area":"distill"},{"id":"2607.09709","title":"The Verifier is the Curriculum: Precision Sets the Return on Search in Code Self-Distillation","created":"2026-06-23","cited_by_count":3,"area":"distill"},{"id":"2604.18963","title":"Distillation Traps and Guards: A Calibration Knob for LLM Distillability","created":"2026-04-21","cited_by_count":1,"area":"distill"},{"id":"2608.11660","title":"Hybrid-Policy Self-Editing for Composable Unstructured Knowledge Editing","created":"2026-08-12","cited_by_count":0,"area":"distill"},{"id":"2609.33426","title":"TeacherGRPO: Closing the Capacity Gap in Reasoning Distillation via Teacher Alignment","created":"2026-09-27","cited_by_count":0,"area":"distill"},{"id":"2610.05872","title":"Off-Policy Merging Beats On-Policy Self-Distillation for Continual Learning","created":"2026-10-05","cited_by_count":0,"area":"distill"},{"id":"2610.13205","title":"Rethinking Relative Policy Differences Transfer of On-Policy Distillation","created":"2026-10-09","cited_by_count":0,"area":"distill"},{"id":"2610.13744","title":"A Privileged Teacher That Only Scores Cannot Search: Critique-Conditioned On-Policy Self-Distillation for Reasoning","created":"2026-10-09","cited_by_count":0,"area":"distill"},{"id":"2610.18011","title":"Correcting or Continuing? What On-Policy Distillation Learns from Student Errors","created":"2026-10-13","cited_by_count":0,"area":"distill"}],"next_cursor":null}