Better Zero-Shot Reasoning with Role-Play Prompting

2 code implementations • 15 Aug 2023 • Aobo Kong, Shiwan Zhao, Hao Chen, Qicheng Li, Yong Qin, Ruiqi Sun, Xin Zhou, Enzhi Wang, Xiaohang Dong

This highlights its potential to augment the reasoning capabilities of LLMs.

PromptRank: Unsupervised Keyphrase Extraction Using Prompt

1 code implementation • 8 May 2023 • Aobo Kong, Shiwan Zhao, Hao Chen, Qicheng Li, Yong Qin, Ruiqi Sun, Xiaoyan Bai

This demonstrates the great potential of using prompt for unsupervised keyphrase extraction.

Decoder Keyphrase Extraction +1

CyFormer: Accurate State-of-Health Prediction of Lithium-Ion Batteries via Cyclic Attention

no code implementations • 17 Apr 2023 • Zhiqiang Nie, Jiankun Zhao, Qicheng Li, Yong Qin

The experiment shows that our method attains an MAE of 0. 75\% with only 10\% data for fine-tuning on a testing battery, surpassing prior methods by a large margin.

Decoder Management +1