MCTS: A Multi-Reference Chinese Text Simplification Dataset

1 code implementation • 5 Jun 2023 • Ruining Chong, Luming Lu, Liner Yang, Jinran Nie, Zhenghao Liu, Shuo Wang, Shuhan Zhou, Yaoxin Li, Erhong Yang

We hope to build a basic understanding of Chinese text simplification through the foundational work and provide references for future research.

Machine Translation Text Simplification

How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection

1 code implementation • 18 Jan 2023 • Biyang Guo, Xin Zhang, Ziyuan Wang, Minqi Jiang, Jinran Nie, Yuxuan Ding, Jianwei Yue, Yupeng Wu

We call the collected dataset the Human ChatGPT Comparison Corpus (HC3).

Lexical Complexity Controlled Sentence Generation

no code implementations • 26 Nov 2022 • Jinran Nie, Liner Yang, Yun Chen, Cunliang Kong, Junhui Zhu, Erhong Yang

Compared with potential solutions, our approach fuses the representations of the word complexity levels into the model to get better control of lexical complexity.

Sentence Text Generation

CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark

no code implementations • 27 Dec 2021 • Yuan YAO, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun

We argue that for general-purpose language intelligence evaluation, the benchmark itself needs to be comprehensive and systematic.