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  1. Year. Annollm: Making large language models to be better crowdsourced annotators. X He, Z Lin, Y Gong, A Jin, H Zhang, C Lin, J Jiao, SM Yiu, N Duan, ... arXiv preprint arXiv:2303.16854. , 2023. 88. 2023. Text generation with diffusion language models: A pre-training approach with continuous paragraph denoise.

  2. Apr 11, 2024 · Rho-1: Not All Tokens Are What You Need. Zhenghao Lin, Zhibin Gou, Yeyun Gong, Xiao Liu, Yelong Shen, Ruochen Xu, Chen Lin, Yujiu Yang, Jian Jiao, Nan Duan, Weizhu Chen. Previous language model pre-training methods have uniformly applied a next-token prediction loss to all training tokens.

    • arXiv:2404.07965 [cs.CL]
    • First two authors equal contribution
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  4. Dec 22, 2022 · Zhenghao Lin, Yeyun Gong, Yelong Shen, Tong Wu, Zhihao Fan, Chen Lin, Nan Duan, Weizhu Chen. In this paper, we introduce a novel dIffusion language modEl pre-training framework for text generation, which we call GENIE.

    • arXiv:2212.11685 [cs.CL]
  5. Zhenghao Lin. University of Kansas ... S Gowravaram, H Chao, Z Lin, S Parsons, T Zhao, M Xin, X Hu, P Tian, ... IEEE Journal of Selected Topics in Applied Earth ...

  6. 6 days ago · 2022. pdf bib abs. Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis. Shuai Fan | Chen Lin | Haonan Li | Zhenghao Lin | Jinsong Su | Hang Zhang | Yeyun Gong | JIan Guo | Nan Duan. Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing.

  7. Mar 18, 2024 · Yi Luo, Zhenghao Lin, Yuhao Zhang, Jiashuo Sun, Chen Lin, Chengjin Xu, Xiangdong Su, Yelong Shen, Jian Guo, Yeyun Gong. Large Language Models (LLMs) exhibit impressive capabilities but also present risks such as biased content generation and privacy issues.

  8. Jun 20, 2022 · Wake vortices can have a big impact on the flight safety of manned and unmanned aircraft. This paper focuses on the development and validation of HawkWakeSim 2.0, a new simulation tool for modeling and predicting small fixed-wing UAS’ response to wake vortex encounters.

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