{"total":18,"rows":[{"id":"2605.28014","title":"ROSD: Reflective On-Policy Self-Distillation for Language Model Reasoning across Domains","created":"2026-05-27","cited_by_count":17,"area":"lr"},{"id":"2603.28618","title":"Seeing with You: Perception-Reasoning Coevolution for Multimodal Reasoning","created":"2026-03-30","cited_by_count":9,"area":"lr"},{"id":"2603.23085","title":"When Models Learn to Ask Why: Adaptive Causal Reasoning for Trustworthy Medical Vision-Language Models","created":"2026-03-24","cited_by_count":6,"area":"lr"},{"id":"2604.25444","title":"One Refiner to Unlock Them All: Inference-Time Reasoning Elicitation via Reinforcement Query Refinement","created":"2026-04-28","cited_by_count":6,"area":"lr"},{"id":"2603.16157","title":"DyJR: Preserving Diversity in Reinforcement Learning with Verifiable Rewards via Dynamic Jensen-Shannon Replay","created":"2026-03-17","cited_by_count":4,"area":"lr"},{"id":"2604.21304","title":"PaperMind: Benchmarking Agentic Reasoning and Critique over Scientific Papers in Multimodal LLMs","created":"2026-04-23","cited_by_count":4,"area":"lr"},{"id":"2605.29310","title":"Rubric-Guided Process Reward for Stepwise Model Routing","created":"2026-05-28","cited_by_count":2,"area":"lr"},{"id":"2608.25618","title":"AWM: Answerable Working Memory for Long-Document VQA Agents","created":"2026-08-26","cited_by_count":2,"area":"lr"},{"id":"2608.29622","title":"AgenticRag-R1: Agentic Reinforcement Learning with Stack Memory for Multi-Step Reasoning, Retrieval and Memorizing","created":"2026-08-30","cited_by_count":2,"area":"lr"},{"id":"2604.13197","title":"Unleashing Implicit Rewards: Prefix-Value Learning for Distribution-Level Optimization","created":"2026-04-14","cited_by_count":1,"area":"lr"},{"id":"2604.23270","title":"CAP-CoT: Cycle Adversarial Prompt for Improving Chain of Thoughts in LLM Reasoning","created":"2026-04-25","cited_by_count":1,"area":"lr"},{"id":"2606.00755","title":"Internalize the Temperature: On-Policy Self-Distillation as Policy Reheater for Reinforcement Learning","created":"2026-05-30","cited_by_count":1,"area":"lr"},{"id":"2604.15830","title":"Placing Puzzle Pieces Where They Matter: A Question Augmentation Framework for Reinforcement Learning","created":"2026-04-17","cited_by_count":0,"area":"lr"},{"id":"2605.28828","title":"Micro-Macro Retrieval: Reducing Long-Form Hallucination in Large Language Models","created":"2026-04-10","cited_by_count":0,"area":"lr"},{"id":"2606.01240","title":"Efficient RAG with Intent-Aware Retrieval and Semantics-Preserving Chunking","created":"2026-05-31","cited_by_count":0,"area":"lr"},{"id":"2606.17735","title":"Shattering the Autoregressive Curse: Dynamic Epistemic Entropy Orchestrated Erasable Reinforcement Learning for LLMs","created":"2026-06-16","cited_by_count":0,"area":"lr"},{"id":"2606.28707","title":"BV-Blend: Uncertainty-Weighted Historical Baselines for Stable Critic-Free RL with Verifiable Rewards","created":"2026-06-27","cited_by_count":0,"area":"lr"},{"id":"2609.38717","title":"Soft Spatial Reasoning","created":"2026-09-30","cited_by_count":0,"area":"lr"}],"next_cursor":null}