The Station: An Open-World Environment for AI-Driven Discovery Paper • 2511.06309 • Published Nov 9, 2025 • 37
CALM Before the STORM: Unlocking Native Reasoning for Optimization Modeling Paper • 2510.04204 • Published Oct 5, 2025 • 21
EchoX: Towards Mitigating Acoustic-Semantic Gap via Echo Training for Speech-to-Speech LLMs Paper • 2509.09174 • Published Sep 11, 2025 • 61
Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models Paper • 2508.10751 • Published Aug 14, 2025 • 28
Re:Form -- Reducing Human Priors in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny Paper • 2507.16331 • Published Jul 22, 2025 • 22
MedGen: Unlocking Medical Video Generation by Scaling Granularly-annotated Medical Videos Paper • 2507.05675 • Published Jul 8, 2025 • 27
ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation Paper • 2506.18095 • Published Jun 22, 2025 • 66
QFFT, Question-Free Fine-Tuning for Adaptive Reasoning Paper • 2506.12860 • Published Jun 15, 2025 • 18
FusionAudio-1.2M: Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion Paper • 2506.01111 • Published Jun 1, 2025 • 31
Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Paper • 2505.07596 • Published May 12, 2025 • 11
Learning from Failures in Multi-Attempt Reinforcement Learning Paper • 2503.04808 • Published Mar 4, 2025 • 18
Enabling Scalable Oversight via Self-Evolving Critic Paper • 2501.05727 • Published Jan 10, 2025 • 72
HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale Paper • 2406.19280 • Published Jun 27, 2024 • 63
UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models Paper • 2410.14059 • Published Oct 17, 2024 • 63