publications

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2024

  1. OmniBench: Towards The Future of Universal Omni-Language Models
    Yizhi Li, Ge Zhang, Yinghao Ma, and 8 more authors
    ArXiv, 2024
  2. Foundation models for music: A survey
    Yinghao Ma, Anders Øland, Anton Ragni, and 8 more authors
    ArXiv, 2024
  3. CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models
    Yizhi Li, Ge Zhang, Xingwei Qu, and 8 more authors
    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, and 9 more authors
    ArXiv, 2024
  5. SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval
    Siwei Wu, Yizhi Li, Kang Zhu, and 11 more authors
    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, and 15 more authors
    International Conference on Learning Representations, 2024

2023

  1. MARBLE: Music Audio Representation Benchmark for Universal Evaluation
    Ruibin Yuan, Yinghao Ma, Yizhi Li, and 22 more authors
    Advances in Neural Information Processing Systems 36, 2023
  2. Interactive Natural Language Processing
    Zekun Wang, Ge Zhang, Kexin Yang, and 8 more authors
    arXiv preprint arXiv:2305.13246, 2023
  3. Chinese Open Instruction Generalist: A Preliminary Release
    Ge Zhang, Yemin Shi, Ruibo Liu, and 8 more authors
    arXiv preprint arXiv:2304.07987, 2023
  4. CORGI-PM: A Chinese Corpus For Gender Bias Probing and Mitigation
    Ge Zhang, Yizhi Li, Yaoyao Wu, and 5 more authors
    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, and 8 more authors
    2022
  2. MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning
    Yizhi Li, Ruibin Yuan, Ge Zhang, and 8 more authors
    arXiv preprint arXiv:2212.02508, 2022
  3. HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models
    Yizhi Li, Ge Zhang, Bohao Yang, and 4 more authors
    arXiv preprint arXiv:2211.02882, 2022
  4. TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction
    Yizhi Li, Wei Fan, Chao Liu, and 2 more authors
    arXiv preprint arXiv:2204.13221, 2022

2021

  1. More robust dense retrieval with contrastive dual learning
    Yizhi Li, Zhenghao Liu, Chenyan Xiong, and 1 more author
    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 1 more author
    Scientific Reports, 2021