1 code implementation • NAACL 2022 • Xun Yuan, Derek Pham, Sam Davidson, Zhou Yu
Currently available grammatical error correction (GEC) datasets are compiled using essays or other long-form text written by language learners, limiting the applicability of these datasets to other domains such as informal writing and conversational dialog.
no code implementations • 15 Apr 2024 • Xun Yuan, Yang Yang, Prosanta Gope, Aryan Pasikhani, Biplab Sikdar
Nevertheless, in some scenarios, it has been found that the attributes needed to train an AI model belong to different parties, and they cannot share the raw data for synthetic data publication due to privacy regulations.
no code implementations • 30 Jul 2023 • Xun Yuan, Yang Yang, Asif Iqbal, Prosanta Gope, Biplab Sikdar
To address these challenges, several unsupervised ETD methods have been proposed, focusing on learning the normal patterns from honest users, specifically the reconstruction of input.
no code implementations • 31 Jul 2022 • Yu Li, Chun-Yen Chen, Dian Yu, Sam Davidson, Ryan Hou, Xun Yuan, Yinghua Tan, Derek Pham, Zhou Yu
This paper reports on progress towards building an online language learning tool to provide learners with conversational experience by using dialog systems as conversation practice partners.
1 code implementation • 15 Dec 2021 • Xun Yuan, Derek Pham, Sam Davidson, Zhou Yu
Currently available grammatical error correction (GEC) datasets are compiled using well-formed written text, limiting the applicability of these datasets to other domains such as informal writing and dialog.
no code implementations • 17 Dec 2020 • Haile Liu, Yonghui Li, Si Sun, Qi Xin, Shuhu Liu, Xiaoyu Mu, Xun Yuan, Ke Chen, Hao Wang, Kalman Varga, Wenbo Mi, Jiang Yang, Xiao-Dong Zhang
Emerging artificial enzymes with reprogrammed and augmented catalytic activity and substrate selectivity have long been pursued with sustained efforts.
Biological Physics Medical Physics
no code implementations • 4 Nov 2020 • Xun Yuan, Ke Hu, Song Chen
We design Gaussian loss for the training process of SobelNet to detect corner points as keypoints.