WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models

1 code implementation • 8 Nov 2024 • Shengda Fan, Xin Cong, Yuepeng Fu, Zhong Zhang, Shuyan Zhang, Yuanwei Liu, Yesai Wu, Yankai Lin, Zhiyuan Liu, Maosong Sun

Finally, we merge the synthetic samples that pass quality confirmation with the collected samples to obtain the WorkflowBench.

Task Planning Zero-shot Generalization

Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs

1 code implementation • 18 Oct 2024 • Runchu Tian, Yanghao Li, Yuepeng Fu, Siyang Deng, Qinyu Luo, Cheng Qian, Shuo Wang, Xin Cong, Zhong Zhang, Yesai Wu, Yankai Lin, Huadong Wang, Xiaojiang Liu

These experiments reveal that while most current models are robust against the "lost in the middle" issue, there exist significant biases related to the spacing of relevant information pieces.