{"total":32,"rows":[{"id":"2510.13786","title":"The Art of Scaling Reinforcement Learning Compute for LLMs","created":"2025-10-15","cited_by_count":101,"area":null},{"id":"2504.15930","title":"StreamRL: Scalable, Heterogeneous, and Elastic RL for LLMs with Disaggregated Stream Generation","created":"2025-04-22","cited_by_count":61,"area":null},{"id":"2507.01663","title":"AsyncFlow: An Asynchronous Streaming RL Framework for Efficient LLM Post-Training","created":"2025-07-02","cited_by_count":41,"area":null},{"id":"2510.12633","title":"Laminar: A Scalable Asynchronous RL Post-Training Framework","created":"2025-10-14","cited_by_count":37,"area":null},{"id":"2507.14632","title":"BusterX++: Towards Unified Cross-Modal AI-Generated Content Detection and Explanation with MLLM","created":"2025-07-19","cited_by_count":29,"area":null},{"id":"2510.11647","title":"IVEBench: Modern Benchmark Suite for Instruction-Guided Video Editing Assessment","created":"2025-10-13","cited_by_count":28,"area":null},{"id":"2509.25849","title":"Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation","created":"2025-09-30","cited_by_count":22,"area":null},{"id":"2505.14302","title":"Scaling Law for Quantization-Aware Training","created":"2025-05-20","cited_by_count":17,"area":null},{"id":"2601.16669","title":"PLawBench: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice","created":"2026-01-23","cited_by_count":15,"area":null},{"id":"2604.26256","title":"DORA: A Scalable Asynchronous Reinforcement Learning System for Language Model Training","created":"2026-04-29","cited_by_count":14,"area":null},{"id":"2509.16591","title":"Heterogeneous Adaptive Policy Optimization: Tailoring Optimization to Every Token's Nature","created":"2025-09-20","cited_by_count":11,"area":null},{"id":"2507.17527","title":"Seed LiveInterpret 2.0: End-to-end Simultaneous Speech-to-speech Translation with Your Voice","created":"2025-07-23","cited_by_count":9,"area":null},{"id":"2511.13027","title":"Scaling Generative Verifiers For Natural Language Mathematical Proof Verification And Selection","created":"2025-11-17","cited_by_count":9,"area":null},{"id":"2504.19898","title":"GenCLS++: Pushing the Boundaries of Generative Classification in LLMs Through Comprehensive SFT and RL Studies Across Diverse Datasets","created":"2025-04-28","cited_by_count":6,"area":null},{"id":"2606.14502","title":"From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI","created":"2026-06-12","cited_by_count":6,"area":null},{"id":"2507.09866","title":"Turning the Tide: Repository-based Code Reflection","created":"2025-07-14","cited_by_count":5,"area":null},{"id":"2512.24265","title":"Joint Selection for Large-Scale Pre-Training Data via Policy Gradient-based Mask Learning","created":"2025-12-30","cited_by_count":5,"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":"2604.07054","title":"Sell More, Play Less: Benchmarking LLM Realistic Selling Skill","created":"2026-04-08","cited_by_count":3,"area":null},{"id":"2512.22492","title":"Role-Based Fault Tolerance System for LLM RL Post-Training","created":"2025-12-27","cited_by_count":2,"area":null},{"id":"2606.09092","title":"From Shortcuts to Reasoning: Robust Post-Training of Theory of Mind with Reinforcement Learning","created":"2026-06-08","cited_by_count":2,"area":null},{"id":"2512.24297","title":"Figure It Out: Improve the Frontier of Reasoning with Executable Visual States","created":"2025-12-30","cited_by_count":1,"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":"2605.11978","title":"On Predicting the Post-training Potential of Pre-trained LLMs","created":"2026-05-12","cited_by_count":1,"area":null},{"id":"2605.26971","title":"RLVR Datasets and Where to Find Them: Tracing Data Lineage for Better Training Data","created":"2026-05-26","cited_by_count":1,"area":null},{"id":"2510.23008","title":"From Prompt Optimization to Multi-Dimensional Credibility Evaluation: Enhancing Trustworthiness of Chinese LLM-Generated Liver MRI Reports -- with Preliminary Extension to Lung Cancer","created":"2025-10-27","cited_by_count":0,"area":null},{"id":"2512.24733","title":"BIOME-Bench: A Benchmark for Biomolecular Interaction Inference and Multi-Omics Pathway Mechanism Elucidation from Scientific Literature","created":"2025-12-31","cited_by_count":0,"area":null},{"id":"2602.13217","title":"VeRA: Renewing Reasoning Benchmarks with Executable Specifications","created":"2026-01-23","cited_by_count":0,"area":null},{"id":"2604.11510","title":"Policy Split: Incentivizing Dual-Mode Exploration in LLM Reinforcement with Dual-Mode Entropy Regularization","created":"2026-04-13","cited_by_count":0,"area":null},{"id":"2608.08199","title":"Persuasive and Compliant Tendencies Predict Group Decision-Making in Humans and Language Models","created":"2026-08-08","cited_by_count":0,"area":null},{"id":"2609.36830","title":"Where Does Staleness Accumulate? Pool Aware Effective Staleness Control for Asynchronous RL in LLM Post-Training","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2609.37119","title":"Unlocking the Critic: Reward-Free Policy Optimization for LLM Post-Training","created":"2026-09-29","cited_by_count":0,"area":null}],"next_cursor":null}