{"total":16,"rows":[{"id":"2506.08446","title":"A Survey on Large Language Models for Mathematical Reasoning","created":"2025-06-10","cited_by_count":52,"area":"lr"},{"id":"2502.01618","title":"Rollout Roulette: A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods","created":"2025-02-03","cited_by_count":20,"area":"lr"},{"id":"2509.26314","title":"Latent Thinking Optimization: Your Latent Reasoning Language Model Secretly Encodes Reward Signals in Its Latent Thoughts","created":"2025-09-30","cited_by_count":19,"area":"lr"},{"id":"2505.22524","title":"Inference-Time Scaling of Discrete Diffusion Models via Importance Weighting and Optimal Proposal Design","created":"2025-05-28","cited_by_count":14,"area":"lr"},{"id":"2504.07081","title":"Self-Steering Language Models","created":"2025-04-09","cited_by_count":13,"area":"lr"},{"id":"2603.15500","title":"Understanding Reasoning in LLMs through Strategic Information Allocation under Uncertainty","created":"2026-03-16","cited_by_count":9,"area":"lr"},{"id":"2602.01381","title":"On the Power of (Approximate) Reward Models for Inference-Time Scaling","created":"2026-02-01","cited_by_count":7,"area":"lr"},{"id":"2601.07320","title":"Segmental Advantage Estimation: Enhancing PPO for Long-Context LLM Training","created":"2026-01-12","cited_by_count":5,"area":"lr"},{"id":"2510.05825","title":"Mitigating Premature Exploitation in Particle-based Monte Carlo for Inference-Time Scaling","created":"2025-10-07","cited_by_count":4,"area":"lr"},{"id":"2604.01170","title":"Online Reasoning Calibration: Test-Time Training Enables Generalizable Conformal LLM Reasoning","created":"2026-04-01","cited_by_count":4,"area":"lr"},{"id":"2603.07887","title":"Reject, Resample, Repeat: Understanding Parallel Reasoning in Language Model Inference","created":"2026-03-09","cited_by_count":3,"area":"lr"},{"id":"2602.11361","title":"Finding the Cracks: Improving LLMs Reasoning with Paraphrastic Probing and Consistency Verification","created":"2026-02-11","cited_by_count":2,"area":"lr"},{"id":"2603.01025","title":"One-Token Verification for Reasoning Correctness Estimation","created":"2026-03-01","cited_by_count":1,"area":"lr"},{"id":"2510.15242","title":"Bradley-Terry Policy Optimization for Generative Preference Modeling","created":"2025-10-17","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":"2610.20483","title":"Decoupled Marginal Sharpening for Training-Free Inference-Time Scaling","created":"2026-10-14","cited_by_count":0,"area":"lr"}],"next_cursor":null}