MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI X Yue, Y Ni, K Zhang, T Zheng, R Liu, G Zhang, S Stevens, D Jiang, ... CVPR Best Paper Nomination, 2023 | 130 | 2023 |
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning X Yue, X Qu, G Zhang, Y Fu, W Huang, H Sun, Y Su, W Chen ICLR, 2023 | 116 | 2023 |
Training Socially Aligned Language Models in Simulated Human Society R Liu, R Yang, C Jia, G Zhang, D Zhou, AM Dai, D Yang, S Vosoughi ICLR, 2023 | 90* | 2023 |
Yi: Open Foundation Models by 01. AI A Young, B Chen, C Li, C Huang, G Zhang, G Zhang, H Li, J Zhu, J Chen, ... Yi Tech Report, 2024 | 87 | 2024 |
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training Y Li*, R Yuan*, G Zhang*, Y Ma*, X Chen, H Yin, C Lin, A Ragni, ... ICLR, 2023 | 45 | 2023 |
Interactive Natural Language Processing Z Wang*, G Zhang*, K Yang, N Shi, W Zhou, S Hao, G Xiong, Y Li, MY Sim, ... Nature Springer, 2023 | 35 | 2023 |
Aligning generative language models with human values R Liu, G Zhang, X Feng, S Vosoughi Findings of the Association for Computational Linguistics: NAACL 2022, 241-252, 2022 | 31 | 2022 |
AutoAgents: A Framework for Automatic Agent Generation G Chen, S Dong, Y Shu, G Zhang, J Sesay, BF Karlsson, J Fu, Y Shi IJCAI, 2023 | 30 | 2023 |
Massive Editing for Large Language Models via Meta Learning C Tan, G Zhang, J Fu ICLR, 2023 | 27 | 2023 |
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement T Zheng*, G Zhang*, T Shen*, X Liu*, BY Lin, J Fu, W Chen, X Yue ACL Findings, 2024 | 23 | 2024 |
Chinese Open Instruction Generalist: A Preliminary Release G Zhang*, Y Shi*, R Liu, R Yuan, Y Li, S Dong, Y Shu, Z Li, Z Wang, C Lin, ... arXiv preprint arXiv:2304.07987, 2023 | 21 | 2023 |
Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits R Liu, C Jia, G Zhang, Z Zhuang, TX Liu, S Vosoughi Neurips 2022, 2022 | 21 | 2022 |
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling J Zhan, J Dai, J Ye, Y Zhou, D Zhang, Z Liu, X Zhang, R Yuan, G Zhang, ... ACL, 2024 | 16 | 2024 |
Map-music2vec: A simple and effective baseline for self-supervised music audio representation learning Y Li*, R Yuan*, G Zhang*, Y Ma*, C Lin, X Chen, A Ragni, H Yin, Z Hu, ... ISMIR Late Breaking Demos, 2022 | 15 | 2022 |
TIGERScore: Towards Building Explainable Metric for All Text Generation Tasks D Jiang, Y Li, G Zhang, W Huang, BY Lin, W Chen TMLR, 2023 | 14 | 2023 |
HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models Y Li*, G Zhang*, B Yang, C Lin, S Wang, A Ragni, J Fu Findings of AACL 2022, 2022 | 14 | 2022 |
LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT L Zhuo, R Yuan, J Pan, Y Ma, Y LI, G Zhang, S Liu, R Dannenberg, J Fu, ... ISMIR 2023, 2023 | 11 | 2023 |
ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation W Ren, H Yang, G Zhang, C Wei, X Du, S Huang, W Chen TMLR, 2024 | 10* | 2024 |
UniIR: Training and Benchmarking Universal Multimodal Information Retrievers C Wei, Y Chen, H Chen, H Hu, G Zhang, J Fu, A Ritter, W Chen ECCV 2024, 2023 | 9 | 2023 |
MARBLE: Music Audio Representation Benchmark for Universal Evaluation R Yuan*, Y Ma*, Y Li*, G Zhang*, X Chen, H Yin, L Zhuo, Y Liu, J Huang, ... Neurips 2023, 2023 | 9 | 2023 |