Mingan Lin

EduFlow: Advancing MLLMs' Problem-Solving Proficiency through Multi-Stage, Multi-Perspective Critique

Chenglin Zhu, Tao Zhang, Chong Li, Mingan Lin et autres

Multimodal large language models (MLLMs) still perform poorly on scientific tasks, particularly those requiring multi-step and interpretable reasoning. Their limitations include insufficient scientific reasoning patterns, lack of global coherence in multi-step inference, and the absence of reflective self-correction, making them unreliable in …

K12Vista: Exploring the Boundaries of MLLMs in K-12 Education

Chong Li, Chenglin Zhu, Tao Zhang, Mingan Lin et autres

Multimodal large language models have demonstrated remarkable reasoning capabilities in various visual tasks. However, their abilities in K12 scenarios are still systematically underexplored. Previous studies suffer from various limitations including narrow subject coverage, insufficient data scale, lack of diversity in question types, …

Baichuan-Audio: A Unified Framework for End-to-End Speech Interaction

Tianpeng Li, Jun Liu, Tao Zhang, Yuanbo Fang et autres

We introduce Baichuan-Audio, an end-to-end audio large language model that seamlessly integrates audio understanding and generation. It features a text-guided aligned speech generation mechanism, enabling real-time speech interaction with both comprehension and generation capabilities. Baichuan-Audio leverages a pre-trained ASR model, followed by …

Baichuan-Omni-1.5 Technical Report

Yadong Li, Jun Liu, Jia‐Tao Zhang, Song Chen et autres

We introduce Baichuan-Omni-1.5, an omni-modal model that not only has omni-modal understanding capabilities but also provides end-to-end audio generation capabilities. To achieve fluent and high-quality interaction across modalities without compromising the capabilities of any modality, we prioritized optimizing three key aspects. First, …

Experimental Study on Durability and Bond Properties of GFRP Resin Bolts

Mingan Lin, Fuming Zhang, Wei Wang

Glass fiber-reinforced polymer (GFRP) anchor bolts are a new type of high-performance nonmetallic anchor with significantly higher tensile strength, a lighter weight, better corrosion resistance, and a lower cost than steel bars. Therefore, exploring the durability and bonding performance of GFRP anchor …

cn (code pays fourni par la source)

Damage Model and the Influence Factors of Mitigation Engineering against Glacial Debris Flow in the Parlung River Basin, SE Tibetan Plateau

Mingan Lin, Cheng Gong, Hai Huang, Dongxu Yang

Understanding the damage mechanism of glacial debris flow mitigation systems is crucial for the risk prevention and assessment of the 200 km traffic corridor in the Southeast of the Tibetan Plateau, where the Sichuan-Tibet railway and expressway have been planned. Based on …

cn (code pays fourni par la source)