Papers

1. Geopolitical biases in LLMs: what are the “good” and the “bad” countries according to contemporary language models 🔑 Keywords:…

1. Reinforcement Pre-Training 🔑 Keywords: Reinforcement Pre-Training, language model accuracy, scalable method, next-token prediction, reinforcement learning 💡 Category: Reinforcement Learning…

1. Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA 🔑 Keywords: EvergreenQA, LLMs, multilingual…

1. SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training 🔑 Keywords: Video Restoration, AI-Generated, Adaptive Window Attention, Feature Matching Loss…

1. MiMo-VL Technical Report 🔑 Keywords: MiMo-VL-7B-SFT, MiMo-VL-7B-RL, Multimodal Reasoning, Mixed On-policy Reinforcement Learning, Chain-of-Thought 💡 Category: Multi-Modal Learning 🌟…

1. UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation 🔑 Keywords: Unified Generative Framework, Visual-Language Models, Image Perception,…

1. Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning 🔑 Keywords: RLVR, token entropy…

1. ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models 🔑 Keywords: Prolonged reinforcement learning, Reasoning strategies, Language…

1. Table-R1: Inference-Time Scaling for Table Reasoning 🔑 Keywords: Table Reasoning, Distillation, RLVR, Generalization, LLMs 💡 Category: Knowledge Representation and…