{"total":26,"rows":[{"id":"2602.12125","title":"Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation","created":"2026-02-12","cited_by_count":184,"area":"lr"},{"id":"2603.24472","title":"Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?","created":"2026-03-25","cited_by_count":103,"area":"lr"},{"id":"2604.24005","title":"TCOD: Exploring Temporal Curriculum in On-Policy Distillation for Multi-turn Autonomous Agents","created":"2026-04-27","cited_by_count":47,"area":"lr"},{"id":"2603.23871","title":"HDPO: Hybrid Distillation Policy Optimization via Privileged Self-Distillation","created":"2026-03-25","cited_by_count":42,"area":"lr"},{"id":"2604.13010","title":"Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation","created":"2026-04-14","cited_by_count":33,"area":"lr"},{"id":"2605.10889","title":"Unmasking On-Policy Distillation: Where It Helps, Where It Hurts, and Why","created":"2026-05-11","cited_by_count":25,"area":"lr"},{"id":"2608.06296","title":"On-Policy Self-Distillation without Any Supervision","created":"2026-08-06","cited_by_count":17,"area":"lr"},{"id":"2605.27140","title":"StepOPSD: Step-Aware Online Preference Self-Distillation for Agent Reinforcement Learning","created":"2026-05-26","cited_by_count":16,"area":"lr"},{"id":"2605.22263","title":"Tailoring Teaching to Aptitude: Direction-Adaptive Self-Distillation for LLM Reasoning","created":"2026-05-21","cited_by_count":10,"area":"lr"},{"id":"2605.19436","title":"CEPO: RLVR Self-Distillation using Contrastive Evidence Policy Optimization","created":"2026-05-19","cited_by_count":8,"area":"lr"},{"id":"2606.04036","title":"Self-Distilled Policy Gradient","created":"2026-06-02","cited_by_count":8,"area":"lr"},{"id":"2606.09348","title":"PBSD: Privileged Bayesian Self-Distillation for Long-Horizon Credit Assignment","created":"2026-06-08","cited_by_count":6,"area":"lr"},{"id":"2607.28449","title":"Lightning OPD 2.0: Mitigating Style Bias in Cross-Teacher On-Policy Distillation for Large Reasoning Models","created":"2026-07-30","cited_by_count":5,"area":"lr"},{"id":"2606.10385","title":"Beyond Absolute Imitation: Anchored Residual Guidance for Privileged On-Policy Distillation","created":"2026-06-09","cited_by_count":3,"area":"lr"},{"id":"2605.30290","title":"Self-Trained Verification for Training- and Test-Time Self-Improvement","created":"2026-05-28","cited_by_count":2,"area":"lr"},{"id":"2607.06855","title":"Geometric Self-Distillation for Reasoning Generalization","created":"2026-07-07","cited_by_count":2,"area":"lr"},{"id":"2605.07276","title":"Signal Reshaping for GRPO in Weak-Feedback Agentic Code Repair","created":"2026-05-08","cited_by_count":0,"area":"lr"},{"id":"2606.18624","title":"PragReST: Self-Reinforcing Counterfactual Reasoning for Pragmatic Language Understanding","created":"2026-06-17","cited_by_count":0,"area":"lr"},{"id":"2607.27888","title":"Not All Tokens Deserve Equal Credit: Counterfactual Sensitivity Credit Reallocation for Long-CoT Reasoning","created":"2026-07-30","cited_by_count":0,"area":"lr"},{"id":"2608.09745","title":"SR-OPSD: Self-Referenced On-Policy Self-Distillation","created":"2026-08-10","cited_by_count":0,"area":"lr"},{"id":"2609.16459","title":"OPD-Aha: From Linguistic Momentum to Visual Reflection in Multimodal On-Policy Distillation","created":"2026-09-15","cited_by_count":0,"area":"lr"},{"id":"2609.29518","title":"CataOPD: Catalytic On-Policy Distillation for Large Language Model Reasoning","created":"2026-08-25","cited_by_count":0,"area":"lr"},{"id":"2609.33181","title":"SeOPD: Self-Evolving LLMs via Online Policy Distillation from Self-Generated Chain-of-Thought","created":"2026-09-27","cited_by_count":0,"area":"lr"},{"id":"2609.33200","title":"Teach Yourself Where to Look: On-Policy Attention Self-Distillation for Reasoning","created":"2026-09-27","cited_by_count":0,"area":"lr"},{"id":"2610.02191","title":"The Missing Primitive: Diagnosing and Repairing Mathematical Reasoning in Large Language Models","created":"2026-10-01","cited_by_count":0,"area":"lr"},{"id":"2610.04950","title":"How Should Teachers Be Prepared? RL on Student-Induced States for On-Policy Distillation","created":"2026-10-04","cited_by_count":0,"area":"lr"}],"next_cursor":null}