{"total":14,"rows":[{"id":"2501.12368","title":"InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model","created":"2025-01-21","cited_by_count":74,"area":"lr"},{"id":"2409.19044","title":"On the Inductive Bias of Stacking Towards Improving Reasoning","created":"2024-09-27","cited_by_count":19,"area":"lr"},{"id":"2503.07478","title":"VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models","created":"2025-03-10","cited_by_count":19,"area":"lr"},{"id":"2605.11011","title":"LoopUS: Recasting Pretrained LLMs into Looped Latent Refinement Models","created":"2026-05-10","cited_by_count":15,"area":"lr"},{"id":"2505.24181","title":"SCOUT: Teaching Pre-trained Language Models to Enhance Reasoning via Flow Chain-of-Thought","created":"2025-05-30","cited_by_count":7,"area":"lr"},{"id":"2502.12214","title":"Zero Token-Driven Deep Thinking in LLMs: Unlocking the Full Potential of Existing Parameters via Cyclic Refinement","created":"2025-02-17","cited_by_count":5,"area":"lr"},{"id":"2502.04030","title":"Fine, I'll Merge It Myself: A Multi-Fidelity Framework for Automated Model Merging","created":"2025-02-06","cited_by_count":4,"area":"lr"},{"id":"2601.19942","title":"Latent Object Permanence: Topological Phase Transitions, Free-Energy Principles, and Renormalization Group Flows in Deep Transformer Manifolds","created":"2026-01-16","cited_by_count":2,"area":"lr"},{"id":"2406.08657","title":"Mistral-C2F: Coarse to Fine Actor for Analytical and Reasoning Enhancement in RLHF and Effective-Merged LLMs","created":"2024-06-12","cited_by_count":1,"area":"lr"},{"id":"2508.10948","title":"Apriel-Nemotron-15B-Thinker","created":"2025-08-13","cited_by_count":1,"area":"lr"},{"id":"2604.12391","title":"Chain-of-Models Pre-Training: Rethinking Training Acceleration of Vision Foundation Models","created":"2026-04-14","cited_by_count":1,"area":"lr"},{"id":"2609.35748","title":"Improving Test-Time Scaling with Adaptive Looped Transformers","created":"2026-09-28","cited_by_count":1,"area":"lr"},{"id":"2404.03887","title":"SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models","created":"2024-04-05","cited_by_count":0,"area":"lr"},{"id":"2509.00309","title":"Balanced Actor Initialization: Stable RLHF Training of Distillation-Based Reasoning Models","created":"2025-08-30","cited_by_count":0,"area":"lr"}],"next_cursor":null}