Search Results for author: Xun Yuan

Found 7 papers, 2 papers with code

ErAConD: Error Annotated Conversational Dialog Dataset for Grammatical Error Correction

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.

Chatbot Grammatical Error Correction

VFLGAN: Vertical Federated Learning-based Generative Adversarial Network for Vertically Partitioned Data Publication

no code implementations15 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.

Generative Adversarial Network Vertical Federated Learning

A Novel DDPM-based Ensemble Approach for Energy Theft Detection in Smart Grids

no code implementations30 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.

Denoising

Using Chatbots to Teach Languages

no code implementations31 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.

reinforcement-learning Reinforcement Learning (RL)

ErAConD : Error Annotated Conversational Dialog Dataset for Grammatical Error Correction

1 code implementation15 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.

Chatbot Grammatical Error Correction

Catalytically Potent and Selective Clusterzymes for Modulation of Neuroinflammation Through Single-Atom Substitutions

no code implementations17 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

Cannot find the paper you are looking for? You can Submit a new open access paper.