{"total":15,"rows":[{"id":"2602.10273","title":"Power-SMC: Low-Latency Sequence-Level Power Sampling for Training-Free LLM Reasoning","created":"2026-02-10","cited_by_count":21,"area":"lr"},{"id":"2605.19444","title":"Detecting and Mitigating the Correct-Answer Extinction Window in Test-Time Reinforcement Learning with Majority Voting","created":"2026-05-19","cited_by_count":7,"area":"lr"},{"id":"2605.04542","title":"Power Distribution Bridges Sampling, Self-Reward RL, and Self-Distillation","created":"2026-05-06","cited_by_count":5,"area":"lr"},{"id":"2605.28142","title":"Self-Consistency via Marginal Sharpening","created":"2026-05-27","cited_by_count":4,"area":"lr"},{"id":"2605.30327","title":"Reasoning with Sampling: Cutting at Decision Points","created":"2026-05-28","cited_by_count":3,"area":"lr"},{"id":"2606.09926","title":"Sample Where You Struggle: Sharpening Base Model Reasoning via Entropy-Guided Power Sampling","created":"2026-06-07","cited_by_count":1,"area":"lr"},{"id":"2607.09693","title":"Depth-Entropy Guided Sampling for Training-Free LLM Reasoning","created":"2026-06-19","cited_by_count":1,"area":"lr"},{"id":"2604.16259","title":"Beyond Distribution Sharpening: The Importance of Task Rewards","created":"2026-04-17","cited_by_count":0,"area":"lr"},{"id":"2606.00739","title":"Score $\\times$ Decoder: A Unified View of Unsupervised Inference-Time Scaling for Hallucination Mitigation","created":"2026-05-30","cited_by_count":0,"area":"lr"},{"id":"2609.12243","title":"Chopthin-Consensus Power Sampling: A Diversity-Preserving Approach to LLM Decoding","created":"2026-09-10","cited_by_count":0,"area":"lr"},{"id":"2609.34905","title":"ReSight-SMC: Two-Stage Power Sampling via Island SMC with Visual Scouts","created":"2026-09-28","cited_by_count":0,"area":"lr"},{"id":"2609.38104","title":"Explore Broadly, Reason Sharply: Push Small Models toward the Frontier via Sampling","created":"2026-09-29","cited_by_count":0,"area":"lr"},{"id":"2610.08563","title":"Adaptive Power Sampling for LLM Reasoning","created":"2026-10-06","cited_by_count":0,"area":"lr"},{"id":"2610.13653","title":"A Critical Look at Power Sampling when Test Time Sharpening LLMs","created":"2026-10-09","cited_by_count":0,"area":"lr"},{"id":"2610.20483","title":"Decoupled Marginal Sharpening for Training-Free Inference-Time Scaling","created":"2026-10-14","cited_by_count":0,"area":"lr"}],"next_cursor":null}