{"total":13,"rows":[{"id":"2509.17995","title":"Variation in Verification: Understanding Verification Dynamics in Large Language Models","created":"2025-09-22","cited_by_count":19,"area":null},{"id":"2601.06336","title":"Future-as-Label: Scalable Supervision from Real-World Outcomes","created":"2026-01-09","cited_by_count":11,"area":null},{"id":"2601.12186","title":"Aletheia: What Makes RLVR For Code Verifiers Tick?","created":"2026-01-17","cited_by_count":5,"area":null},{"id":"2512.01224","title":"CoSineVerifier: Tool-Augmented Answer Verification for Computation-Oriented Scientific Questions","created":"2025-12-01","cited_by_count":4,"area":null},{"id":"2601.09733","title":"Closing the Data Loop: Using OpenDataArena to Engineer Superior Training Datasets","created":"2025-12-30","cited_by_count":4,"area":null},{"id":"2603.07223","title":"Unlocking Data Value in Finance: A Study on Distillation and Difficulty-Aware Training","created":"2026-03-07","cited_by_count":4,"area":null},{"id":"2609.06386","title":"Are Verifier Errors Independent Within a GRPO Group? Evidence from Qwen2.5 Rollouts","created":"2026-09-06","cited_by_count":2,"area":null},{"id":"2602.11570","title":"PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering","created":"2026-02-12","cited_by_count":1,"area":null},{"id":"2604.27467","title":"ScaleBox: Enabling High-Fidelity and Scalable Code Verification for Large Language Models","created":"2026-04-30","cited_by_count":1,"area":null},{"id":"2606.01000","title":"Trust Functions: Near-Lossless Weak-to-Strong Generalization by Learning When to Trust the Weak Teacher","created":"2026-05-31","cited_by_count":0,"area":null},{"id":"2609.01315","title":"A Composable Evaluation System for Reproducible Omni-Modal Foundation Model Evaluation","created":"2026-09-01","cited_by_count":0,"area":null},{"id":"2609.36587","title":"Learned Reporting Preferences in RLVR Can Conflict with the Current Request","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2610.01110","title":"How Much Can Language Models Gain from Test-Time Computation?","created":"2026-10-01","cited_by_count":0,"area":null}],"next_cursor":null}