Author: insights

1. s1: Simple test-time scaling 🔑 Keywords: Test-time scaling, Language modeling, OpenAI, Reasoning performance, Budget forcing 💡 Category: Natural Language Processing 🌟 […]

1. GuardReasoner: Towards Reasoning-based LLM Safeguards 🔑 Keywords: LLMs, GuardReasoner, reasoning, guard models, safety-critical applications 💡 Category: Knowledge Representation and Reasoning 🌟 […]

1. Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate 🔑 Keywords: Supervised Fine-Tuning (SFT), Critique Fine-Tuning (CFT), GPT-4o, […]

1. SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training 🔑 Keywords: supervised fine-tuning, reinforcement learning, model generalization, text-based rule […]

1. Baichuan-Omni-1.5 Technical Report 🔑 Keywords: Baichuan-Omni-1.5, omni-modal, audio generation, MLLM 💡 Category: Multi-Modal Learning 🌟 Research Objective: – To introduce Baichuan-Omni-1.5, […]

1. Humanity’s Last Exam 🔑 Keywords: Benchmarks, Large Language Models, LLM Capabilities, Humanity’s Last Exam, Multi-Modal 💡 Category: Natural Language Processing 🌟 […]

1. SRMT: Shared Memory for Multi-agent Lifelong Pathfinding 🔑 Keywords: Multi-agent reinforcement learning, Cooperative multi-agent problems, Shared Recurrent Memory Transformer, Coordination, Decentralized […]

1. DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning 🔑 Keywords: DeepSeek-R1-Zero, DeepSeek-R1, Reinforcement Learning, Reasoning Models, Open-source 💡 Category: Reinforcement […]

1. Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training 🔑 Keywords: Large Language Models, Intelligent Agent, Self-Training Framework, Error Correction, […]

1. GameFactory: Creating New Games with Generative Interactive Videos 🔑 Keywords: Generative game engines, scene generalization, video diffusion models, action-controllable 💡 Category: […]

1. Evolving Deeper LLM Thinking 🔑 Keywords: Mind Evolution, Inference time compute, Language model, Natural language planning 💡 Category: Natural Language Processing […]

1. Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps 🔑 Keywords: Generative Models, Large Language Models, Diffusion Models, Inference-time Scaling 💡 […]