Chunyan Zheng — accepted AI-conference papers

2025

ClaimGen-CN: A Large-scale Chinese Dataset for Legal Claim Generation

Siying Zhou, Yiquan Wu, Hui Chen, Xueyu Hu, Kun Kuang, Adam Jatowt +2

EMNLP 2025

Legal claims refer to the plaintiff’s demands in a case and are essential to guiding judicial reasoning and case resolution. While many works have focused on improving the efficiency of legal professionals, the research on helping non-professionals (e.g., plaintiffs) remains unexplored. This paper e

Cited by 0 Source ↗PDF ↗code ↗Scholar ↗

2024

Locally Differentially Private In-Context Learning

Chunyan Zheng, Keke Sun, Wenhao Zhao, Haibo Zhou, Lixing Jiang, Shaoyang Song +1

COLING 2024main

Large pretrained language models (LLMs) have shown surprising In-Context Learning (ICL) ability. An important application in deploying large language models is to augment LLMs with a private database for some specific task.The main problem with this promising commercial use is that LLMs have been sh…

Cited by 3 Source ↗PDF ↗Scholar ↗