Silin Meng

I work on multimodal models at Boson AI, with an interest in making human–AI communication more natural.

Experience

Education

Publications

  1. Alignment Drift in Single-Model Speculative Decoding for ASR: Mechanism, Correction, and Cost

    Xinyu Wang, Huapeng Zhou, Ziyu Zhao, Silin Meng, Ke Bai, Dongming Shen, Xiao-Wen Chang, Alex Smola

    arXiv

  2. Instruct-FD: Can Your Full-Duplex Speech System Follow Turn-Taking Instructions?

    Yuzhi Tang, Wentao Ma, Xiling Zhao, Ahmad Salimi, Sepehr Harfi Moridani, Dongming Shen, Jixuan Wang, Abdulrahman Abdulrazzag, Murdock Aubry, Yu-Hua Chen, Daniel Lee, Jaewon Lee, Jonah Mackey, Silin Meng, Nicholas Stranges, Chenxu Xiong, Hao Yu, Yi Zhu, Mu Li, Alex Smola

    COLM

  3. TARQ: Tail-Aware Reconstruction Quantization for Rare-Word Robust Automatic Speech Recognition

    Xinyu Wang, Ziyu Zhao, Ke Bai, Silin Meng, Dongming Shen, Xiao-Wen Chang, Yixuan He

    arXiv

  4. Back to Basics: Revisiting ASR in the Age of Voice Agents

    Geeyang Tay, Wentao Ma, Jaewon Lee, Yuzhi Tang, Daniel Lee, Weisu Yin, Dongming Shen, Silin Meng, Yi Zhu, Mu Li, Alex Smola

    COLM

  5. RPGBench: Evaluating Large Language Models as Role-Playing Game Engines

    Pengfei Yu, Dongming Shen, Silin Meng, Jaewon Lee, Weisu Yin, Andrea Yaoyun Cui, Zhenlin Xu, Yi Zhu, Xingjian Shi, Mu Li, Alex Smola

    SEA Workshop at NeurIPS

  6. LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning

    Silin Meng, Yiwei Wang, Cheng-Fu Yang, Nanyun Peng, Kai-Wei Chang

    Findings of EMNLP