{"total":19,"rows":[{"id":"2502.08606","title":"Distillation Scaling Laws","created":"2025-02-12","cited_by_count":67,"area":"lr"},{"id":"2605.11609","title":"Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information","created":"2026-05-12","cited_by_count":14,"area":"lr"},{"id":"2603.13134","title":"When Right Meets Wrong: Bilateral Context Conditioning with Reward-Confidence Correction for GRPO","created":"2026-03-13","cited_by_count":10,"area":"lr"},{"id":"2605.22511","title":"Search-E1: Self-Distillation Drives Self-Evolution in Search-Augmented Reasoning","created":"2026-05-21","cited_by_count":9,"area":"lr"},{"id":"2509.01649","title":"Distilled Pretraining: A modern lens of Data, In-Context Learning and Test-Time Scaling","created":"2025-09-01","cited_by_count":7,"area":"lr"},{"id":"2608.06243","title":"DASH: Divergence-Adaptive Supervision Horizons for On-Policy Self-Distillation of Reasoning Models","created":"2026-08-06","cited_by_count":7,"area":"lr"},{"id":"2608.08726","title":"PAST: Privileged Adaptation from Complete Student Trajectories for On-Policy Self-Distillation","created":"2026-08-09","cited_by_count":6,"area":"lr"},{"id":"2605.07505","title":"LiteGUI: Lightweight GUI Agents via Multi-Solution Guided Distillation and Dual-Level Reinforcement Learning","created":"2026-05-08","cited_by_count":4,"area":"lr"},{"id":"2310.08420","title":"Visual Attention Prompted Prediction and Learning","created":"2023-10-12","cited_by_count":2,"area":"lr"},{"id":"2511.11132","title":"From Hindsight to Foresight: Self-Encouraged Hindsight Distillation for Knowledge-based Visual Question Answering","created":"2025-11-14","cited_by_count":2,"area":"lr"},{"id":"2604.08880","title":"Revisiting the Capacity Gap in Chain-of-Thought Distillation from a Practical Perspective","created":"2026-04-10","cited_by_count":2,"area":"lr"},{"id":"2212.09721","title":"KNIFE: Distilling Reasoning Knowledge From Free-Text Rationales","created":"2022-12-19","cited_by_count":1,"area":"lr"},{"id":"2608.25936","title":"One Symptom, Three Levers: A Critical Review of On-Policy Self-Distillation","created":"2026-08-26","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":"2609.27276","title":"DRSR: Learning Set-Level Deletion Risk for Efficient Long-Horizon Agents","created":"2026-09-23","cited_by_count":0,"area":"lr"},{"id":"2609.39687","title":"Better Supervision Is Nearby: Neighborhood On-Policy Self-Distillation","created":"2026-09-30","cited_by_count":0,"area":"lr"},{"id":"2610.02700","title":"Learning from Evolving Errors: Adaptive Iterative Repair for On-Policy Distillation","created":"2026-10-02","cited_by_count":0,"area":"lr"},{"id":"2610.19176","title":"Learning from Self-Generated Responses: Reliability--Uncertainty Self-Distillation for Reasoning","created":"2026-10-13","cited_by_count":0,"area":"lr"},{"id":"2610.20516","title":"VASPO: Self-Distillation with Privileged Value Estimation","created":"2026-10-14","cited_by_count":0,"area":"lr"}],"next_cursor":null}