Publications

2025

1. Arxiv

   

   Unleashing the Reasoning Potential of Pre-trained LLMs by Critique Fine-Tuning on One Problem

   Yubo Wang, Ping Nie, Kai Zou, and 2 more authors

   Jun 2025

   arXiv Bib Website

   @article{wang2025unleashing,
     title = {Unleashing the Reasoning Potential of Pre-trained LLMs by Critique Fine-Tuning on One Problem},
     author = {Wang, Yubo and Nie, Ping and Zou, Kai and Wu, Lijun and Chen, Wenhu},
     booktitle = {arxiv preprint},
     month = jun,
     year = {2025},
     github = {TIGER-AI-Lab/One-Shot-CFT},
     huggingface = {https://huggingface.co/collections/TIGER-Lab/one-shot-cft-683fbb4d2bcf698dbea8fb21},
     twitter = {https://x.com/YuboWang726/status/1930454445613088986},
     selected = true,
     num_co_first_author = {1},
   }

2. COLM 2025

   

   ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations

   Yubo Wang, Xueguang Ma, Ping Nie, and 7 more authors

   Apr 2025

   arXiv Bib Website

   @article{wang2025scholarcopilot,
     title = {ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations},
     author = {Wang, Yubo and Ma, Xueguang and Nie, Ping and Zeng, Huaye and Lyu, Zhiheng and Zhang, Yuxuan and Schneider, Benjamin and Lu, Yi and Yue, Xiang and Chen, Wenhu},
     booktitle = {2nd Conference on Language Modeling},
     month = apr,
     year = {2025},
     github = {TIGER-AI-Lab/ScholarCopilot},
     huggingface = {https://huggingface.co/collections/TIGER-Lab/scholarcopilot-6756f940df88114b24232074},
     twitter = {https://x.com/WenhuChen/status/1907861046833885397},
     selected = true,
     num_co_first_author = {1},
   }

3. COLM 2025

   

   Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate

   Yubo Wang, Xiang Yue, and Wenhu Chen

   Jan 2025

   arXiv Bib Website

   @article{wang2025critique,
     title = {Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate},
     author = {Wang, Yubo and Yue, Xiang and Chen, Wenhu},
     booktitle = {2nd Conference on Language Modeling},
     month = jan,
     year = {2025},
     github = {TIGER-AI-Lab/CritiqueFineTuning},
     huggingface = {https://huggingface.co/collections/TIGER-Lab/critiquefinetuning-679b25e1528e75180f55e5c4},
     twitter = {https://x.com/WenhuChen/status/1885060597500567562},
     selected = true,
     num_co_first_author = {1},
   }

2024

1. Neurips 2024

   

   MMLU-Pro: A More Robust and Challenging Multi-task Language Understanding Benchmark

   Yubo Wang, Xueguang Ma, Ge Zhang, and 8 more authors

   Jun 2024

   arXiv Bib Website

   @article{wang2024mmlu,
     title = {MMLU-Pro: A More Robust and Challenging Multi-task Language Understanding Benchmark},
     author = {Wang, Yubo and Ma, Xueguang and Zhang, Ge and Ni, Yuansheng and Chandra, Abhranil and Guo, Shiguang and Ren, Weiming and Arulraj, Aaran and He, Xuan and Jiang, Ziyan and others},
     booktitle = {Proceedings of NeurIPS 2024},
     month = jun,
     year = {2024},
     github = {TIGER-AI-Lab/MMLU-Pro},
     huggingface = {https://huggingface.co/spaces/TIGER-Lab/MMLU-Pro},
     twitter = {https://x.com/YuboWang726/status/1839330905145610688},
     selected = true,
     num_co_first_author = {1},
   }