On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models Paper • 2512.07783 • Published 26 days ago • 36
Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning Paper • 2512.07461 • Published 26 days ago • 74
Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction Paper • 2512.04987 • Published 30 days ago • 76
VisPlay: Self-Evolving Vision-Language Models from Images Paper • 2511.15661 • Published Nov 19, 2025 • 42
Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph Paper • 2511.00086 • Published Oct 29, 2025 • 41
VLA-RFT: Vision-Language-Action Reinforcement Fine-tuning with Verified Rewards in World Simulators Paper • 2510.00406 • Published Oct 1, 2025 • 65
Who's Your Judge? On the Detectability of LLM-Generated Judgments Paper • 2509.25154 • Published Sep 29, 2025 • 29
Self-Rewarding Vision-Language Model via Reasoning Decomposition Paper • 2508.19652 • Published Aug 27, 2025 • 84
MMTok: Multimodal Coverage Maximization for Efficient Inference of VLMs Paper • 2508.18264 • Published Aug 25, 2025 • 25
Speech-to-LaTeX: New Models and Datasets for Converting Spoken Equations and Sentences Paper • 2508.03542 • Published Aug 5, 2025 • 4
When Good Sounds Go Adversarial: Jailbreaking Audio-Language Models with Benign Inputs Paper • 2508.03365 • Published Aug 5, 2025 • 4
TextQuests: How Good are LLMs at Text-Based Video Games? Paper • 2507.23701 • Published Jul 31, 2025 • 2
Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System Paper • 2508.06059 • Published Aug 8, 2025 • 4
Deep Ignorance: Filtering Pretraining Data Builds Tamper-Resistant Safeguards into Open-Weight LLMs Paper • 2508.06601 • Published Aug 8, 2025 • 6
Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents Paper • 2508.05954 • Published Aug 8, 2025 • 6
GLiClass: Generalist Lightweight Model for Sequence Classification Tasks Paper • 2508.07662 • Published Aug 11, 2025 • 9
Shortcut Learning in Generalist Robot Policies: The Role of Dataset Diversity and Fragmentation Paper • 2508.06426 • Published Aug 8, 2025 • 10
VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding Paper • 2508.07493 • Published Aug 10, 2025 • 8
MoBE: Mixture-of-Basis-Experts for Compressing MoE-based LLMs Paper • 2508.05257 • Published Aug 7, 2025 • 13