My research mainly focuses on annotation-efficient generation and evaluation systems, especially on code generation. The topics including (i) building generalizable and annotation efficient NLP systems to assist human with practical tasks, and (ii) building reliable and automatic evaluation systems for NLP methods.

Y Xie, S Zhang, H Cheng, P Liu, Z Gero, C Wong, T Naumann, H Poon, ... Proceedings of the 62nd Annual Meeting of the Association for Computational … , 2024 14 *

Fields: International trade, Industrial organization, and Economic Development. M.A. in Economics. University of Colorado at Boulder, 2006--2008. M.A. in Finance. Fudan University, China,...

Yiqing Xie, Jiaming Shen, Sha Li, Yuning Mao, and Jiawei Han In Findings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL Findings, 2022) PDF

2023年11月16日 · View a PDF of the paper titled DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation, by Yiqing Xie and 8 other authors

Bio of Yiqing Xie, Ph.D. candidate at Carnegie Mellon University's Language Technologies Institute

Yiqing Xie 1 http://sites.google.com/site/yiqingxie Yiqing Xie . Assistant Professor . Department of Economics, University of North Dakota, Grand Forks, ND

2023年11月1日 · To overcome this challenge, we present two data augmentation techniques, one that builds comparable corpora (i.e., code pairs with similar functionality), and another that augments existing parallel data with multiple reference translations.