{"total":14,"rows":[{"id":"2505.13379","title":"Thinkless: LLM Learns When to Think","created":"2025-05-19","cited_by_count":113,"area":"lr"},{"id":"2504.10903","title":"Efficient Reasoning Models: A Survey","created":"2025-04-15","cited_by_count":95,"area":"lr"},{"id":"2402.01620","title":"MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models","created":"2024-02-02","cited_by_count":43,"area":"lr"},{"id":"2505.17941","title":"VeriThinker: Learning to Verify Makes Reasoning Model Efficient","created":"2025-05-23","cited_by_count":24,"area":"lr"},{"id":"2410.03663","title":"Learning from Committee: Reasoning Distillation from a Mixture of Teachers with Peer-Review","created":"2024-10-04","cited_by_count":14,"area":"lr"},{"id":"2512.09619","title":"GLaD: Geometric Latent Distillation for Vision-Language-Action Models","created":"2025-12-10","cited_by_count":11,"area":"lr"},{"id":"2504.02590","title":"Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning","created":"2025-04-03","cited_by_count":7,"area":"lr"},{"id":"2504.09802","title":"Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment","created":"2025-04-14","cited_by_count":7,"area":"lr"},{"id":"2410.18574","title":"SIKeD: Self-guided Iterative Knowledge Distillation for mathematical reasoning","created":"2024-10-24","cited_by_count":6,"area":"lr"},{"id":"2512.00003","title":"Efficient Turing Machine Simulation with Transformers","created":"2025-09-28","cited_by_count":4,"area":"lr"},{"id":"2512.17053","title":"Knowledge Distillation with Structured Chain-of-Thought for Text-to-SQL","created":"2025-12-18","cited_by_count":1,"area":"lr"},{"id":"2602.17686","title":"BRIDGE: Bridging Reasoning In Distillation Gap Elimination via Structure-Aware Masking","created":"2026-02-05","cited_by_count":0,"area":"lr"},{"id":"2605.28888","title":"Generative Spatiotemporal Intent Sequence Recommendation via Implicit Reasoning in Amap","created":"2026-05-27","cited_by_count":0,"area":"lr"},{"id":"2607.03093","title":"Don't Wait to Reply: Towards Responsive yet Thoughtful Dialogue through Proactive Thinking","created":"2026-07-03","cited_by_count":0,"area":"lr"}],"next_cursor":null}