Inoue, Yuichi

1. Wider or Deeper? Scaling LLM Inference-Time Compute with Adaptive Branching Tree Search
   2025/03/06 by Yuichi Inoue, Kou Misaki, Inoue, Yuichi +9 · 4 voices · 11 citations
   Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI
2. NuScenes-MQA: Integrated Evaluation of Captions and QA for Autonomous Driving Datasets using Markup Annotations
   2023/12/11 by Yuichi Inoue, Yuki Yada, Inoue, Yuichi +5 · 5 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. A Practical Two-Stage Recipe for Mathematical LLMs: Maximizing Accuracy with SFT and Efficiency with Reinforcement Learning
   2025/07/11 by Hiroshi Yoshihara, Taiki Yamaguchi, Yoshihara, Hiroshi +3 · 9 citations
   Materials Science · Computer Science · #Machine Learning in Materials Science #Mathematics, Computing, and Information Processing #Topic Modeling
4. Heron-Bench: A Benchmark for Evaluating Vision Language Models in Japanese
   2024/04/11 by Yuichi Inoue, Inoue, Yuichi, Kento Sasaki +9 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
5. Evaluation of Large Language Models for Decision Making in Autonomous Driving
   2023/12/11 by Tanahashi, Kotaro, Inoue, Yuichi, Yamaguchi, Yu +11 · 2 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)