publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. OmniBench: Towards The Future of Universal Omni-Language Models
    Yizhi Li, Ge Zhang, Yinghao Ma, Ruibin Yuan, Kang Zhu, Hangyu Guo, Yiming Liang, Jiaheng Liu, Jian Yang, Siwei Wu, and  others
    ArXiv, 2024
  2. Foundation models for music: A survey
    Yinghao Ma, Anders Øland, Anton Ragni, Bleiz MacSen Del Sette, Charalampos Saitis, Chris Donahue, Chenghua Lin, Christos Plachouras, Emmanouil Benetos, Elio Quinton, and  others
    ArXiv, 2024
  3. CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models
    Yizhi Li, Ge Zhang, Xingwei Qu, Jiali Li, Zhaoqun Li, Zekun Wang, Hao Li, Ruibin Yuan, Yinghao Ma, Kai Zhang, and  others
    Findings of Association for Computational Linguistics, 2024
  4. Map-neo: Highly capable and transparent bilingual large language model series
    Ge Zhang, Scott Qu, Jiaheng Liu, Chenchen Zhang, Chenghua Lin, Chou Leuang Yu, Danny Pan, Esther Cheng, Jie Liu, Qunshu Lin, Yizhi Li, and  others
    ArXiv, 2024
  5. SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval
    Siwei Wu, Yizhi Li, Kang Zhu, Ge Zhang, Yiming Liang, Kaijing Ma, Chenghao Xiao, Haoran Zhang, Bohao Yang, Wenhu Chen, Wenhao Huang, Noura Al Moubayed, Jie Fu, and Chenghua Lin
    Findings of Association for Computational Linguistics, 2024
  6. MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
    Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Xingran Chen, Hanzhi Yin, Chenghua Lin, Anton Ragni, Emmanouil Benetos, Norbert Gyenge, Roger Dannenberg, Ruibo Liu, Wenhu Chen, Gus Xia, Yemin Shi, Wenhao Huang, Yike Guo, and Jie Fu
    International Conference on Learning Representations, 2024

2023

  1. MARBLE: Music Audio Representation Benchmark for Universal Evaluation
    Ruibin Yuan, Yinghao Ma, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Le Zhuo, Yiqi Liu, Jiawen Huang, Zeyue Tian, Binyue Deng, Ningzhi Wang, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Roger Dannenberg, Wenhu Chen, Gus Xia, Wei Xue, Si Liu, Shi Wang, Ruibo Liu, Yike Guo, and Jie Fu
    Advances in Neural Information Processing Systems 36, 2023
  2. Interactive Natural Language Processing
    Zekun Wang, Ge Zhang, Kexin Yang, Ning Shi, Wangchunshu Zhou, Shaochun Hao, Guangzheng Xiong, Yizhi Li, Mong Yuan Sim, Xiuying Chen, and  others
    arXiv preprint arXiv:2305.13246, 2023
  3. Chinese Open Instruction Generalist: A Preliminary Release
    Ge Zhang, Yemin Shi, Ruibo Liu, Ruibin Yuan, Yizhi Li, Siwei Dong, Yu Shu, Zhaoqun Li, Zekun Wang, Chenghua Lin, and  others
    arXiv preprint arXiv:2304.07987, 2023
  4. CORGI-PM: A Chinese Corpus For Gender Bias Probing and Mitigation
    Ge Zhang, Yizhi Li, Yaoyao Wu, Linyuan Zhang, Chenghua Lin, Jiayi Geng, Shi Wang, and Jie Fu
    arXiv preprint arXiv:2301.00395, 2023

2022

  1. Large-Scale Pretrained Model for Self-Supervised Music Audio Representation Learning
    Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Chenghua Lin, Xingran Chen, Anton Ragni, Hanzhi Yin, Zhijie Hu, Haoyu He, and  others
    2022
  2. MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning
    Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Chenghua Lin, Xingran Chen, Anton Ragni, Hanzhi Yin, Zhijie Hu, Haoyu He, and  others
    arXiv preprint arXiv:2212.02508, 2022
  3. HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models
    Yizhi Li, Ge Zhang, Bohao Yang, Chenghua Lin, Shi Wang, Anton Ragni, and Jie Fu
    arXiv preprint arXiv:2211.02882, 2022
  4. TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction
    Yizhi Li, Wei Fan, Chao Liu, Chenghua Lin, and Jiang Qian
    arXiv preprint arXiv:2204.13221, 2022

2021

  1. More robust dense retrieval with contrastive dual learning
    Yizhi Li, Zhenghao Liu, Chenyan Xiong, and Zhiyuan Liu
    In Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval, 2021
  2. From rumor to genetic mutation detection with explanations: a GAN approach
    Mingxi Cheng, Yizhi Li, Shahin Nazarian, and Paul Bogdan
    Scientific Reports, 2021